From 6aecdcfe07f5b22aa6490e8dd36f5920b526e678 Mon Sep 17 00:00:00 2001 From: levenc Date: Sat, 27 Aug 2022 20:52:18 +0200 Subject: [PATCH] add citation information --- DESCRIPTION | 2 +- README.Rmd | 6 +- README.md | 9 +- docs/404.html | 2 +- docs/LICENSE.html | 38 +- docs/articles/case_study_amikacin.html | 92 +- .../figure-html/map_dose_plot-1.png | Bin 51931 -> 51964 bytes .../figure-html/map_dose_ss_plot-1.png | Bin 58950 -> 58860 bytes .../figure-html/map_plot_tdm-1.png | Bin 53796 -> 53796 bytes docs/articles/case_study_vancomycin.html | 36 +- .../figure-html/ci_plots-1.png | Bin 39699 -> 39713 bytes .../figure-html/map_plot_tdm-1.png | Bin 61309 -> 61299 bytes .../figure-html/plot_optim_dosage-1.png | Bin 79800 -> 79818 bytes docs/articles/index.html | 2 +- docs/articles/patient_data_input.html | 2 +- .../posologyr_user_defined_models.html | 2 +- docs/authors.html | 21 +- docs/index.html | 14 +- docs/news/index.html | 2 +- docs/pkgdown.yml | 6 +- docs/reference/error_model_comb1.html | 2 +- docs/reference/error_model_comb2.html | 2 +- docs/reference/error_model_mixednm.html | 2 +- docs/reference/index.html | 2 +- docs/reference/poso_dose_auc.html | 6 +- docs/reference/poso_dose_conc.html | 8 +- docs/reference/poso_estim_map.html | 23 +- docs/reference/poso_estim_mcmc.html | 247 +- docs/reference/poso_estim_sir.html | 2044 ++++++++--------- docs/reference/poso_inter_cmin.html | 6 +- docs/reference/poso_simu_pop.html | 240 +- docs/reference/poso_time_cmin.html | 4 +- docs/reference/posologyr.html | 2 +- inst/CITATION | 14 + man/poso_estim_map.Rd | 3 +- man/poso_estim_mcmc.Rd | 3 +- 36 files changed, 1490 insertions(+), 1352 deletions(-) create mode 100644 inst/CITATION diff --git a/DESCRIPTION b/DESCRIPTION index abdbf83..3324d4e 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -16,7 +16,7 @@ Description: Individualization of drug dosage taking advantage of population pha License: AGPL-3 Encoding: UTF-8 Roxygen: list(markdown = TRUE) -RoxygenNote: 7.2.0 +RoxygenNote: 7.2.1 Depends: R (>= 3.5.0) Imports: diff --git a/README.Rmd b/README.Rmd index 8b55743..92ed056 100644 --- a/README.Rmd +++ b/README.Rmd @@ -142,7 +142,11 @@ Examples of dosage adjustment with posologyr are available in the following vign * `vignette("case_study_amikacin")` * `vignette("case_study_vancomycin")` -All the vignettes are also available at [https://levenc.github.io/posologyr/](https://levenc.github.io/posologyr/). +## Performance of the MAP-EBE algorithm in posologyr +Posologyr showed comparable performance to NONMEM: + +* Pharmaceutics **2022**, 14(2), 442; [doi:10.3390/pharmaceutics14020442](https://doi.org/10.3390/pharmaceutics14020442) +* Supporting data: [https://github.com/levenc/posologyr-pharmaceutics](https://github.com/levenc/posologyr-pharmaceutics) ## Acknowledgments `posologyr`'s estimation functions were based on [Marc Lavielle's shiny app]( http://shiny.webpopix.org/mcmc/bayes1/) diff --git a/README.md b/README.md index ee7e1bc..cf53ec0 100644 --- a/README.md +++ b/README.md @@ -144,8 +144,13 @@ following vignettes: - `vignette("case_study_amikacin")` - `vignette("case_study_vancomycin")` -All the vignettes are also available at -. +## Performance of the MAP-EBE algorithm in posologyr + +Posologyr showed comparable performance to NONMEM: + +- Pharmaceutics **2022**, 14(2), 442; + [doi:10.3390/pharmaceutics14020442](https://doi.org/10.3390/pharmaceutics14020442) +- Supporting data: ## Acknowledgments diff --git a/docs/404.html b/docs/404.html index 60778a3..1a580de 100644 --- a/docs/404.html +++ b/docs/404.html @@ -116,7 +116,7 @@

Page not found (404)

-

Site built with pkgdown 2.0.5.

+

Site built with pkgdown 2.0.6.

diff --git a/docs/LICENSE.html b/docs/LICENSE.html index 2c938bb..6c5c74f 100644 --- a/docs/LICENSE.html +++ b/docs/LICENSE.html @@ -83,7 +83,7 @@

Preamble

TERMS AND CONDITIONS

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0. Definitions.

+

0. Definitions.

“This License” refers to version 3 of the GNU Affero General Public License.

“Copyright” also means copyright-like laws that apply to other kinds of works, such as semiconductor masks.

“The Program” refers to any copyrightable work licensed under this License. Each licensee is addressed as “you”. “Licensees” and “recipients” may be individuals or organizations.

@@ -94,7 +94,7 @@

0. Definitions.An interactive user interface displays “Appropriate Legal Notices” to the extent that it includes a convenient and prominently visible feature that (1) displays an appropriate copyright notice, and (2) tells the user that there is no warranty for the work (except to the extent that warranties are provided), that licensees may convey the work under this License, and how to view a copy of this License. If the interface presents a list of user commands or options, such as a menu, a prominent item in the list meets this criterion.

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@@ -103,23 +103,23 @@

1. Source Code.The Corresponding Source for a work in source code form is that same work.

-

2. Basic Permissions.

+

2. Basic Permissions.

All rights granted under this License are granted for the term of copyright on the Program, and are irrevocable provided the stated conditions are met. This License explicitly affirms your unlimited permission to run the unmodified Program. The output from running a covered work is covered by this License only if the output, given its content, constitutes a covered work. This License acknowledges your rights of fair use or other equivalent, as provided by copyright law.

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4. Conveying Verbatim Copies.

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4. Conveying Verbatim Copies.

You may convey verbatim copies of the Program’s source code as you receive it, in any medium, provided that you conspicuously and appropriately publish on each copy an appropriate copyright notice; keep intact all notices stating that this License and any non-permissive terms added in accord with section 7 apply to the code; keep intact all notices of the absence of any warranty; and give all recipients a copy of this License along with the Program.

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5. Conveying Modified Source Versions.

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6. Conveying Non-Source Forms.

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You may convey a covered work in object code form under the terms of sections 4 and 5, provided that you also convey the machine-readable Corresponding Source under the terms of this License, in one of these ways:

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  • @@ -152,7 +152,7 @@

    6. Conveying Non-Source Forms. -

    7. Additional Terms.

    +

    7. Additional Terms.

    “Additional permissions” are terms that supplement the terms of this License by making exceptions from one or more of its conditions. Additional permissions that are applicable to the entire Program shall be treated as though they were included in this License, to the extent that they are valid under applicable law. If additional permissions apply only to part of the Program, that part may be used separately under those permissions, but the entire Program remains governed by this License without regard to the additional permissions.

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    @@ -173,24 +173,24 @@

    7. Additional Terms. -

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    8. Termination.

    You may not propagate or modify a covered work except as expressly provided under this License. Any attempt otherwise to propagate or modify it is void, and will automatically terminate your rights under this License (including any patent licenses granted under the third paragraph of section 11).

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9. Acceptance Not Required for Having Copies.

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9. Acceptance Not Required for Having Copies.

You are not required to accept this License in order to receive or run a copy of the Program. Ancillary propagation of a covered work occurring solely as a consequence of using peer-to-peer transmission to receive a copy likewise does not require acceptance. However, nothing other than this License grants you permission to propagate or modify any covered work. These actions infringe copyright if you do not accept this License. Therefore, by modifying or propagating a covered work, you indicate your acceptance of this License to do so.

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10. Automatic Licensing of Downstream Recipients.

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11. Patents.

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A “contributor” is a copyright holder who authorizes use under this License of the Program or a work on which the Program is based. The work thus licensed is called the contributor’s “contributor version”.

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@@ -201,31 +201,31 @@

11. Patents. -

12. No Surrender of Others’ Freedom.

+

12. No Surrender of Others’ Freedom.

If conditions are imposed on you (whether by court order, agreement or otherwise) that contradict the conditions of this License, they do not excuse you from the conditions of this License. If you cannot convey a covered work so as to satisfy simultaneously your obligations under this License and any other pertinent obligations, then as a consequence you may not convey it at all. For example, if you agree to terms that obligate you to collect a royalty for further conveying from those to whom you convey the Program, the only way you could satisfy both those terms and this License would be to refrain entirely from conveying the Program.

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13. Remote Network Interaction; Use with the GNU General Public License.

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13. Remote Network Interaction; Use with the GNU General Public License.

Notwithstanding any other provision of this License, if you modify the Program, your modified version must prominently offer all users interacting with it remotely through a computer network (if your version supports such interaction) an opportunity to receive the Corresponding Source of your version by providing access to the Corresponding Source from a network server at no charge, through some standard or customary means of facilitating copying of software. This Corresponding Source shall include the Corresponding Source for any work covered by version 3 of the GNU General Public License that is incorporated pursuant to the following paragraph.

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14. Revised Versions of this License.

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15. Disclaimer of Warranty.

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THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM “AS IS” WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.

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16. Limitation of Liability.

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IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.

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17. Interpretation of Sections 15 and 16.

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17. Interpretation of Sections 15 and 16.

If the disclaimer of warranty and limitation of liability provided above cannot be given local legal effect according to their terms, reviewing courts shall apply local law that most closely approximates an absolute waiver of all civil liability in connection with the Program, unless a warranty or assumption of liability accompanies a copy of the Program in return for a fee.

END OF TERMS AND CONDITIONS

@@ -247,7 +247,7 @@

17. Interpretation of Sections
-

Site built with pkgdown 2.0.5.

+

Site built with pkgdown 2.0.6.

diff --git a/docs/articles/case_study_amikacin.html b/docs/articles/case_study_amikacin.html index 7a36b6d..1dd2885 100644 --- a/docs/articles/case_study_amikacin.html +++ b/docs/articles/case_study_amikacin.html @@ -184,7 +184,7 @@

Optimal dose selection duration = 0.5, target_conc = 80)$dose prior_dose -#> [1] 2087.669 +#> [1] 2087.668

Time required to reach the target Cmin @@ -286,15 +286,15 @@

Estimate the MAP individual para patA_map #> $eta #> ETA_Cl ETA_Vc ETA_Vp ETA_Q -#> 0.4692061 0.3065423 0.7507650 -0.1293749 +#> 0.4692086 0.3065393 0.7507616 -0.1293750 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> THETA_Cl THETA_Vc THETA_Vp THETA_Q ETA_Cl ETA_Vc ETA_Vp -#> 4.3000000 15.9000000 21.4000000 12.1000000 0.4692061 0.3065423 0.7507650 +#> 4.3000000 15.9000000 21.4000000 12.1000000 0.4692086 0.3065393 0.7507616 #> ETA_Q -#> -0.1293749 +#> -0.1293750 #> ── Initial Conditions ($inits): ── #> centr periph AUC #> 0 0 0 @@ -309,7 +309,83 @@

Estimate the MAP individual para #> 5 0.4 3.04 12.9 21.4 12.1 4.86 17.6 45.3 10.6 0.277 0.605 0.234 80.1 #> 6 0.5 3.04 12.9 21.4 12.1 4.86 17.6 45.3 10.6 0.277 0.605 0.234 96.3 #> # … with 65 more rows, and 6 more variables: centr <dbl>, periph <dbl>, -#> # AUC <dbl>, CLCREAT4H <dbl>, TBW <dbl>, PoverF <dbl>

+#> # AUC <dbl>, CLCREAT4H <dbl>, TBW <dbl>, PoverF <dbl> +#> +#> $event +#> id time amt evid dur CLCREAT4H TBW PoverF +#> 1: 1 0.0 NA 0 NA 50 62 169 +#> 2: 1 0.0 2080 1 0.5 50 62 169 +#> 3: 1 0.1 NA 0 NA 50 62 169 +#> 4: 1 0.2 NA 0 NA 50 62 169 +#> 5: 1 0.3 NA 0 NA 50 62 169 +#> 6: 1 0.4 NA 0 NA 50 62 169 +#> 7: 1 0.5 NA 0 NA 50 62 169 +#> 8: 1 0.6 NA 0 NA 50 62 169 +#> 9: 1 0.7 NA 0 NA 50 62 169 +#> 10: 1 0.8 NA 0 NA 50 62 169 +#> 11: 1 0.9 NA 0 NA 50 62 169 +#> 12: 1 1.0 NA 0 NA 50 62 169 +#> 13: 1 1.1 NA 0 NA 50 62 169 +#> 14: 1 1.2 NA 0 NA 50 62 169 +#> 15: 1 1.3 NA 0 NA 50 62 169 +#> 16: 1 1.4 NA 0 NA 50 62 169 +#> 17: 1 1.5 NA 0 NA 50 62 169 +#> 18: 1 1.6 NA 0 NA 50 62 169 +#> 19: 1 1.7 NA 0 NA 50 62 169 +#> 20: 1 1.8 NA 0 NA 50 62 169 +#> 21: 1 1.9 NA 0 NA 50 62 169 +#> 22: 1 2.0 NA 0 NA 50 62 169 +#> 23: 1 2.1 NA 0 NA 50 62 169 +#> 24: 1 2.2 NA 0 NA 50 62 169 +#> 25: 1 2.3 NA 0 NA 50 62 169 +#> 26: 1 2.4 NA 0 NA 50 62 169 +#> 27: 1 2.5 NA 0 NA 50 62 169 +#> 28: 1 2.6 NA 0 NA 50 62 169 +#> 29: 1 2.7 NA 0 NA 50 62 169 +#> 30: 1 2.8 NA 0 NA 50 62 169 +#> 31: 1 2.9 NA 0 NA 50 62 169 +#> 32: 1 3.0 NA 0 NA 50 62 169 +#> 33: 1 3.1 NA 0 NA 50 62 169 +#> 34: 1 3.2 NA 0 NA 50 62 169 +#> 35: 1 3.3 NA 0 NA 50 62 169 +#> 36: 1 3.4 NA 0 NA 50 62 169 +#> 37: 1 3.5 NA 0 NA 50 62 169 +#> 38: 1 3.6 NA 0 NA 50 62 169 +#> 39: 1 3.7 NA 0 NA 50 62 169 +#> 40: 1 3.8 NA 0 NA 50 62 169 +#> 41: 1 3.9 NA 0 NA 50 62 169 +#> 42: 1 4.0 NA 0 NA 50 62 169 +#> 43: 1 4.1 NA 0 NA 50 62 169 +#> 44: 1 4.2 NA 0 NA 50 62 169 +#> 45: 1 4.3 NA 0 NA 50 62 169 +#> 46: 1 4.4 NA 0 NA 50 62 169 +#> 47: 1 4.5 NA 0 NA 50 62 169 +#> 48: 1 4.6 NA 0 NA 50 62 169 +#> 49: 1 4.7 NA 0 NA 50 62 169 +#> 50: 1 4.8 NA 0 NA 50 62 169 +#> 51: 1 4.9 NA 0 NA 50 62 169 +#> 52: 1 5.0 NA 0 NA 50 62 169 +#> 53: 1 5.1 NA 0 NA 50 62 169 +#> 54: 1 5.2 NA 0 NA 50 62 169 +#> 55: 1 5.3 NA 0 NA 50 62 169 +#> 56: 1 5.4 NA 0 NA 50 62 169 +#> 57: 1 5.5 NA 0 NA 50 62 169 +#> 58: 1 5.6 NA 0 NA 50 62 169 +#> 59: 1 5.7 NA 0 NA 50 62 169 +#> 60: 1 5.8 NA 0 NA 50 62 169 +#> 61: 1 5.9 NA 0 NA 50 62 169 +#> 62: 1 6.0 NA 0 NA 50 62 169 +#> 63: 1 6.1 NA 0 NA 50 62 169 +#> 64: 1 6.2 NA 0 NA 50 62 169 +#> 65: 1 6.3 NA 0 NA 50 62 169 +#> 66: 1 6.4 NA 0 NA 50 62 169 +#> 67: 1 6.5 NA 0 NA 50 62 169 +#> 68: 1 6.6 NA 0 NA 50 62 169 +#> 69: 1 6.7 NA 0 NA 50 62 169 +#> 70: 1 6.8 NA 0 NA 50 62 169 +#> 71: 1 6.9 NA 0 NA 50 62 169 +#> 72: 1 7.0 NA 0 NA 50 62 169 +#> id time amt evid dur CLCREAT4H TBW PoverF

Plot the individual pharmacokinetic profile @@ -354,7 +430,7 @@

Optimal dose selection a posteriori duration = 0.5, target_conc = 80)$dose map_dose -#> [1] 2578.928

+#> [1] 2578.922

Interdose interval selection a posteriori @@ -368,7 +444,7 @@

Interdose interval selection duration = 0.5, target_cmin = 2.5)$interval map_interval -#> [1] 39.62327

+#> [1] 39.62343

Simulate and plot the optimal a posteriori dosage @@ -447,7 +523,7 @@

Multiple administrations

-

Site built with pkgdown 2.0.5.

+

Site built with pkgdown 2.0.6.

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Estimate the MAP individual para patB_map #> $eta #> ETA_Cl ETA_Vc ETA_Vp ETA_Q -#> 0.10796048 0.04652900 0.06865698 0.00000000 +#> 0.10796039 0.04652920 0.06865727 0.00000000 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> THETA_Cl THETA_Vc THETA_Vp THETA_Q ETA_Cl ETA_Vc -#> 4.50000000 58.40000000 38.40000000 6.50000000 0.10796048 0.04652900 +#> 4.50000000 58.40000000 38.40000000 6.50000000 0.10796039 0.04652920 #> ETA_Vp -#> 0.06865698 +#> 0.06865727 #> ── Initial Conditions ($inits): ── #> centr periph AUC #> 0 0 0 @@ -202,7 +202,21 @@

Continuous intravenous infusion duration=24, target_conc=target_css)$dose maintenance_dose_map_ci -#> [1] 1229.425 +#> [1] 1229.429

Simulate and plot the optimal a posteriori dosage

@@ -396,7 +410,7 @@

Simulate and plot t

-

Site built with pkgdown 2.0.5.

+

Site built with pkgdown 2.0.6.

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diff --git a/docs/articles/patient_data_input.html b/docs/articles/patient_data_input.html index 503966c..ba5a1f5 100644 --- a/docs/articles/patient_data_input.html +++ b/docs/articles/patient_data_input.html @@ -271,7 +271,7 @@

Inter-occasion variability

-

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+

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diff --git a/docs/articles/posologyr_user_defined_models.html b/docs/articles/posologyr_user_defined_models.html index f79218e..eebd03f 100644 --- a/docs/articles/posologyr_user_defined_models.html +++ b/docs/articles/posologyr_user_defined_models.html @@ -408,7 +408,7 @@

Resulting R object

-

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+

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diff --git a/docs/authors.html b/docs/authors.html index 052785a..66a8760 100644 --- a/docs/authors.html +++ b/docs/authors.html @@ -87,20 +87,21 @@

Authors

Citation

- Source: DESCRIPTION + Source: inst/CITATION
-

Leven C (2022). -posologyr: Individual Dose Optimization using Population Pharmacokinetics. -https://levenc.github.io/posologyr/, https://github.com/levenc/posologyr. -

-
@Manual{,
-  title = {posologyr: Individual Dose Optimization using Population Pharmacokinetics},
-  author = {Cyril Leven},
+    

Leven C, Coste A, Mané C. Free and Open-Source Posologyr Software for Bayesian Dose Individualization: An Extensive Validation on Simulated Data. Pharmaceutics. 2022; 14(2):442. https://doi.org/10.3390/pharmaceutics14020442

+
@Article{,
+  title = {Free and Open-Source Posologyr Software for Bayesian Dose Individualization: An Extensive Validation on Simulated Data},
+  author = {Cyril Leven and Anne Coste and Camille Mané},
+  journal = {Pharmaceutics},
   year = {2022},
-  note = {https://levenc.github.io/posologyr/, https://github.com/levenc/posologyr},
+  volume = {14},
+  number = {2},
+  pages = {442},
+  url = {https://doi.org/10.3390/pharmaceutics14020442},
 }
@@ -114,7 +115,7 @@

Citation

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diff --git a/docs/index.html b/docs/index.html index 45ca9bd..81c4a25 100644 --- a/docs/index.html +++ b/docs/index.html @@ -213,7 +213,17 @@

Example of MAP-EBE estimationvignette("case_study_amikacin")
  • vignette("case_study_vancomycin")
  • -

    All the vignettes are also available at https://levenc.github.io/posologyr/.

    + +
    +

    Performance of the MAP-EBE algorithm in posologyr +

    +

    Posologyr showed comparable performance to NONMEM:

    +

    Acknowledgments @@ -274,7 +284,7 @@

    Dev status

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    diff --git a/docs/news/index.html b/docs/news/index.html index 1effff5..481f925 100644 --- a/docs/news/index.html +++ b/docs/news/index.html @@ -140,7 +140,7 @@
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    Details

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    +

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    diff --git a/docs/reference/error_model_comb2.html b/docs/reference/error_model_comb2.html index e8e9d8d..c5b930a 100644 --- a/docs/reference/error_model_comb2.html +++ b/docs/reference/error_model_comb2.html @@ -110,7 +110,7 @@

    Details

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    +

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    diff --git a/docs/reference/error_model_mixednm.html b/docs/reference/error_model_mixednm.html index 72ce431..d81e563 100644 --- a/docs/reference/error_model_mixednm.html +++ b/docs/reference/error_model_mixednm.html @@ -105,7 +105,7 @@

    Value

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    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/index.html b/docs/reference/index.html index f9aaa40..417927a 100644 --- a/docs/reference/index.html +++ b/docs/reference/index.html @@ -136,7 +136,7 @@

    Error models
    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_dose_auc.html b/docs/reference/poso_dose_auc.html index 7c17fdd..78307e5 100644 --- a/docs/reference/poso_dose_auc.html +++ b/docs/reference/poso_dose_auc.html @@ -244,7 +244,7 @@

    Examples

    poso_dose_auc(dat=df_patient01,prior_model=mod_run001, time_auc=12,target_auc=45) #> $dose -#> [1] 396.0042 +#> [1] 396.0043 #> #> $type_of_estimate #> [1] "point estimate" @@ -254,7 +254,7 @@

    Examples

    #> #> $indiv_param #> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> 1 4 70 1 0.6019035 -0.4291734 0.1278481 +#> 1 4 70 1 0.6019047 -0.4291744 0.1278474 #>
    @@ -271,7 +271,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_dose_conc.html b/docs/reference/poso_dose_conc.html index c2fca22..6c8a8bd 100644 --- a/docs/reference/poso_dose_conc.html +++ b/docs/reference/poso_dose_conc.html @@ -239,7 +239,7 @@

    Examples

    poso_dose_conc(dat=df_patient01,prior_model=mod_run001, time_c=1,duration=0.5,target_conc=80) #> $dose -#> [1] 6886.023 +#> [1] 6886.026 #> #> $type_of_estimate #> [1] "point estimate" @@ -248,8 +248,8 @@

    Examples

    #> [1] 80 #> #> $indiv_param -#> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> 1 4 70 1 0.6019041 -0.429173 0.1278477 +#> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka +#> 1 4 70 1 0.6019042 -0.4291725 0.1278477 #> @@ -266,7 +266,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_estim_map.html b/docs/reference/poso_estim_map.html index b2429ee..4b08ba6 100644 --- a/docs/reference/poso_estim_map.html +++ b/docs/reference/poso_estim_map.html @@ -119,7 +119,8 @@

    Value

    A named list consisting of one or more of the following elements depending on the input parameters of the function: $eta a named vector of the MAP estimates of the individual values of ETA, $model an rxode2 -model using the estimated ETAs.

    +model using the estimated ETAs, $event the data.table used to solve the +returned rxode2 model.

    @@ -169,13 +170,13 @@

    Examples

    poso_estim_map(dat=df_patient01,prior_model=mod_run001) #> $eta #> ETA_Cl ETA_Vc ETA_Ka -#> 0.6019036 -0.4291735 0.1278470 +#> 0.6019029 -0.4291750 0.1278475 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> 4.0000000 70.0000000 1.0000000 0.6019036 -0.4291735 0.1278470 +#> 4.0000000 70.0000000 1.0000000 0.6019029 -0.4291750 0.1278475 #> ── Initial Conditions ($inits): ── #> depot centr AUC #> 0 0 0 @@ -191,6 +192,20 @@

    Examples

    #> 6 0.5 4 70 1 7.30 45.6 1.14 0.160 10.1 1526. 461. 1.78 #> # … with 145 more rows #> +#> $event +#> id time amt evid dur +#> 1: 1 0.0 NA 0 NA +#> 2: 1 0.0 2000 1 0.5 +#> 3: 1 0.1 NA 0 NA +#> 4: 1 0.2 NA 0 NA +#> 5: 1 0.3 NA 0 NA +#> --- +#> 148: 1 14.6 NA 0 NA +#> 149: 1 14.7 NA 0 NA +#> 150: 1 14.8 NA 0 NA +#> 151: 1 14.9 NA 0 NA +#> 152: 1 15.0 NA 0 NA +#>
    @@ -206,7 +221,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_estim_mcmc.html b/docs/reference/poso_estim_mcmc.html index 23db666..2779f59 100644 --- a/docs/reference/poso_estim_mcmc.html +++ b/docs/reference/poso_estim_mcmc.html @@ -82,8 +82,7 @@

    Estimate the posterior distribution of individual parameters by MCMC

    n_iter = 1000, n_chains = 4, nocb = FALSE, - control = list(n_kernel = c(2, 2, 2), stepsize_rw = 0.4, proba_mcmc = 0.3, nb_max = - 3) + control = list(n_kernel = c(2, 2, 2), stepsize_rw = 0.4, proba_mcmc = 0.3, nb_max = 3) ) @@ -198,124 +197,124 @@

    Examples

    poso_estim_mcmc(dat=df_patient01,prior_model=mod_run001, n_iter=50,n_chains=2) #> $eta -#> ETA_Cl ETA_Vc ETA_Ka -#> 1 0.65120181 -0.273267108 0.459275888 -#> 2 0.66069219 -0.248866426 0.549421024 -#> 3 0.69069460 -0.420602608 0.006668362 -#> 4 0.53797883 -0.493106818 0.038990056 -#> 5 0.55169299 -0.250765563 0.316301781 -#> 6 0.70575754 -0.252964319 0.572506294 -#> 7 0.32344429 -0.544656959 -0.081130544 -#> 8 0.03138412 -0.055615527 0.468496235 -#> 9 -0.03315853 0.209067647 0.514254617 -#> 10 0.12843529 0.370413565 0.674240986 -#> 11 0.42002669 -0.619608925 0.395228164 -#> 12 0.16253919 0.018197804 0.495726374 -#> 13 0.38678980 -0.551684394 0.007253592 -#> 14 0.61131335 -0.269376710 0.217027304 -#> 15 0.40489996 -0.540615146 0.158578177 -#> 16 0.54324536 -0.443019060 -0.015914959 -#> 17 0.56378024 -0.311859641 -0.154926427 -#> 18 0.63589541 -0.387388084 0.228702411 -#> 19 0.46073058 -0.542591188 -0.016818494 -#> 20 0.24838775 -0.428480524 -0.005353467 -#> 21 0.71587823 -0.069383779 0.898800956 -#> 22 0.43744306 -0.730910395 0.541692595 -#> 23 0.43714922 -0.683285409 -0.078260573 -#> 24 0.53860782 -0.240475794 0.240883853 -#> 25 0.63264396 -0.320150745 0.800959845 -#> 26 0.72383214 0.086119478 0.822361452 -#> 27 0.53928380 -0.214704361 1.146664869 -#> 28 0.55221924 -0.009330131 0.734623580 -#> 29 0.17970483 -0.110808854 0.426664131 -#> 30 0.39681386 -0.850789284 0.280751077 -#> 31 0.20550842 -0.935249971 -0.573503235 -#> 32 0.25518128 -1.080846104 -0.185530931 -#> 33 0.17171316 -0.655561158 -0.245025608 -#> 34 0.42356535 -0.507945446 -0.061310174 -#> 35 0.32000795 -0.629583357 -0.189755423 -#> 36 0.52738074 -0.484755694 -0.310228221 -#> 37 0.78653970 -0.275902792 0.649738204 -#> 38 0.71345540 -0.328768020 0.316595496 -#> 39 0.37507061 -0.760217532 -0.114786303 -#> 40 0.80046022 -0.094198022 1.087438737 -#> 41 0.72252686 0.004334631 0.637750515 -#> 42 0.66391939 -0.248869388 0.539049602 -#> 43 0.77467423 -0.266721637 0.379630873 -#> 44 0.66268111 -0.234145727 0.086664726 -#> 45 0.46435207 -0.335418141 -0.125720496 -#> 46 0.60241819 -0.299612662 0.291075685 -#> 47 0.43387337 -0.036792142 0.493449116 -#> 48 0.51476863 0.008450996 0.772894228 -#> 49 0.25820950 -0.303984492 0.250242535 -#> 50 0.42774139 -0.569393766 -0.022473142 -#> 51 0.00000000 0.000000000 0.000000000 -#> 52 0.61467582 -0.312438165 0.504161669 -#> 53 0.54754283 -0.370198992 0.988490408 -#> 54 0.51883442 -0.715452322 -0.193260004 -#> 55 0.85120325 -0.383567389 -0.786379975 -#> 56 0.73044107 -0.173852286 0.668239117 -#> 57 0.49469549 0.030426913 0.899914280 -#> 58 0.36811892 -0.502982509 -0.045203102 -#> 59 0.25919685 -0.288431756 0.491912157 -#> 60 0.39188739 -0.378938007 0.063179108 -#> 61 0.16721684 -0.796357840 0.230394493 -#> 62 0.50785551 -0.125674836 0.489363725 -#> 63 0.54384689 -0.902721264 -0.687435742 -#> 64 0.62592061 -0.505330702 -0.049882332 -#> 65 0.67568980 -0.485005468 -0.012298971 -#> 66 0.54535939 -0.417329297 -0.105475684 -#> 67 0.66682230 -0.496478956 0.053455655 -#> 68 0.88533493 -0.139082808 0.346635496 -#> 69 0.39976760 -0.556410824 0.141116440 -#> 70 0.52123491 -0.402476584 0.402136570 -#> 71 0.42800476 -0.549876504 0.184259402 -#> 72 0.73532060 -0.474195037 0.034792772 -#> 73 0.66383728 -0.326956059 0.561318316 -#> 74 0.49328804 -0.301589796 0.073751634 -#> 75 0.70120408 -0.209029088 0.395837757 -#> 76 0.61275123 -0.342608595 0.537993672 -#> 77 0.79374274 -0.148121495 0.427778796 -#> 78 0.64682657 -0.294440074 0.287842344 -#> 79 0.75987962 -0.257442905 0.912061248 -#> 80 0.39717354 -0.890151425 -0.374138111 -#> 81 0.43350414 -0.322013763 0.374606859 -#> 82 0.52244274 -0.241791619 0.658445545 -#> 83 0.77092902 -0.332870687 0.167583633 -#> 84 0.55551474 -0.303778941 0.513188296 -#> 85 0.33049253 -0.551942039 0.454581736 -#> 86 0.55492269 -0.491297992 -0.180564860 -#> 87 0.81005344 -0.510306577 0.978760962 -#> 88 0.69927540 -0.533671866 0.578156468 -#> 89 0.54017310 -0.727394597 -0.014506255 -#> 90 0.38468999 -0.770101973 -0.156933740 -#> 91 0.61072261 -0.513695434 0.122170833 -#> 92 0.43441212 -0.891381142 -0.714400341 -#> 93 0.31784375 -0.679759484 -0.189567008 -#> 94 0.48252058 -0.636848367 0.568949465 -#> 95 0.15747125 -0.618328910 -0.303730109 -#> 96 0.71214760 -0.495600504 0.174553045 -#> 97 0.49698752 -0.627757936 -0.012386134 -#> 98 0.65421094 -0.502036871 0.083115024 -#> 99 0.56630291 -0.050317386 0.736078571 -#> 100 0.44393783 -0.116359522 0.270660612 +#> ETA_Cl ETA_Vc ETA_Ka +#> 1 0.462039849 -0.310156609 0.365557204 +#> 2 0.566222669 -0.211596202 0.721770219 +#> 3 0.271193605 -0.066183273 0.397411308 +#> 4 0.218067226 -0.978433123 -0.130568590 +#> 5 0.698635991 -0.466866312 -0.092581868 +#> 6 0.770130685 -0.602319587 0.293671763 +#> 7 0.529512928 -0.557567038 -0.156822370 +#> 8 0.682665083 -0.413377712 0.267487374 +#> 9 0.766482068 -0.361097016 -0.072685037 +#> 10 0.481795995 -0.277508294 -0.087563829 +#> 11 0.398170628 -0.634869025 -0.074846367 +#> 12 0.769477638 -0.503950596 -0.179345945 +#> 13 -0.002831251 -0.379985754 0.135416058 +#> 14 0.568026181 -0.144729793 0.222277424 +#> 15 0.717399239 -0.174673627 0.229789053 +#> 16 0.745633282 -0.352406167 0.229789053 +#> 17 0.486143699 -0.469886462 -0.118160523 +#> 18 0.486143699 -0.395568746 -0.012031306 +#> 19 0.663196976 -0.425232366 -0.012031306 +#> 20 0.448188202 -0.328562039 0.139339133 +#> 21 0.663319552 -0.057395503 0.484218441 +#> 22 0.257981633 -1.456825748 -0.017266727 +#> 23 0.758442007 0.005174785 0.269716753 +#> 24 0.672997276 -0.044756826 0.567777658 +#> 25 0.709657320 -0.151278115 0.369785738 +#> 26 0.393722582 -0.104424335 0.543095714 +#> 27 0.687046191 -0.309553543 0.158837120 +#> 28 0.333588582 -0.704703478 0.065056264 +#> 29 0.777380573 -0.285602774 0.737952760 +#> 30 0.488803345 -0.122452716 0.762464532 +#> 31 0.507577963 -0.290045323 0.067587156 +#> 32 0.556946192 -0.391059994 0.198289708 +#> 33 0.595329405 -0.020866384 0.632988706 +#> 34 0.757081119 -0.203101901 0.391361604 +#> 35 0.771881843 -0.201126935 0.168972034 +#> 36 0.518000858 -0.751717352 -0.018816111 +#> 37 0.508232083 -0.878659297 -0.452884895 +#> 38 0.388566163 -0.539810617 0.236352000 +#> 39 0.496730242 -0.506918334 -0.156565343 +#> 40 0.238499821 -0.984461682 0.021667438 +#> 41 0.405667578 -0.771134617 -0.308838722 +#> 42 0.468103075 -0.578104151 0.135716305 +#> 43 0.500348971 -0.256558141 -0.063438209 +#> 44 0.507846506 -0.527752663 0.543061325 +#> 45 0.309692923 -0.935847448 0.541115590 +#> 46 0.248755062 -0.394010041 0.474026059 +#> 47 0.061339901 -0.786322341 0.153460887 +#> 48 0.484786239 -0.812661879 -0.115372607 +#> 49 0.274323986 -0.552326565 -0.210621827 +#> 50 0.397043839 -0.497612787 0.612019836 +#> 51 0.000000000 0.000000000 0.000000000 +#> 52 0.450708308 -0.559030710 0.227646405 +#> 53 0.455193290 -0.355979262 0.390414205 +#> 54 0.514985791 -0.801214004 -0.461886752 +#> 55 0.869183132 -0.237929567 0.696031815 +#> 56 0.404772645 -0.106527131 0.539769867 +#> 57 0.790741858 0.018604421 0.741385555 +#> 58 0.857566351 0.053911854 0.392730399 +#> 59 0.527238692 -0.562928254 0.401175767 +#> 60 0.829257146 -0.230504712 0.618959991 +#> 61 0.716999992 -0.295122242 0.810662658 +#> 62 0.243415189 0.192394632 0.843186051 +#> 63 0.753132456 -0.214507377 0.327346234 +#> 64 0.563719520 -0.265455087 0.558921756 +#> 65 0.366984792 -0.659975695 0.081170539 +#> 66 0.237392703 -0.502462417 0.296247762 +#> 67 0.597457081 -0.421138675 0.140530753 +#> 68 0.408913132 -0.752264776 -0.149765608 +#> 69 0.615143450 -0.301884398 0.213840366 +#> 70 0.413377187 -0.749511880 -0.146990710 +#> 71 0.822432624 -0.318379796 -0.003545124 +#> 72 0.480197782 -0.379509612 0.201008754 +#> 73 0.715578103 -0.348013426 0.615844633 +#> 74 0.596626187 -0.180968002 0.476115044 +#> 75 0.646690903 -0.279006842 0.608039721 +#> 76 0.574451432 -0.071257454 0.393090054 +#> 77 0.636696293 -0.221790501 0.360798212 +#> 78 0.527223230 -0.756289776 0.007486144 +#> 79 0.536094427 -0.407850711 0.528503610 +#> 80 0.385790907 -0.700792287 -0.048581253 +#> 81 0.566080782 -0.834564585 -0.517097658 +#> 82 0.705334012 -0.126579533 0.708944308 +#> 83 0.407893230 0.022629156 0.698392285 +#> 84 0.578859928 -0.360093151 0.631554259 +#> 85 0.543682595 -0.133994131 0.564413498 +#> 86 0.553918002 -0.264942753 0.692284864 +#> 87 0.593799053 -0.184818534 0.173544596 +#> 88 -0.072467830 0.073137228 0.609499042 +#> 89 0.696943467 -0.233933072 0.143950035 +#> 90 0.591038942 -0.278851614 0.008580279 +#> 91 0.359704973 -0.225112393 0.779201310 +#> 92 0.780256621 -0.395464923 0.223281739 +#> 93 0.354742081 -0.379799026 0.515941739 +#> 94 0.351957332 -0.907839209 -0.492628787 +#> 95 0.598503039 -0.373803648 0.481316373 +#> 96 0.654138895 -0.223731559 0.232157083 +#> 97 0.558374891 -0.066003459 0.397512033 +#> 98 0.593651204 -0.699729027 -0.249165465 +#> 99 0.706781448 -0.307514051 0.635145690 +#> 100 0.806558309 0.002982834 0.413223389 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> # A tibble: 100 × 7 -#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 4 70 1 0.651 -0.273 0.459 -#> 2 2 4 70 1 0.661 -0.249 0.549 -#> 3 3 4 70 1 0.691 -0.421 0.00667 -#> 4 4 4 70 1 0.538 -0.493 0.0390 -#> 5 5 4 70 1 0.552 -0.251 0.316 -#> 6 6 4 70 1 0.706 -0.253 0.573 -#> 7 7 4 70 1 0.323 -0.545 -0.0811 -#> 8 8 4 70 1 0.0314 -0.0556 0.468 -#> 9 9 4 70 1 -0.0332 0.209 0.514 -#> 10 10 4 70 1 0.128 0.370 0.674 +#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka +#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> +#> 1 1 4 70 1 0.462 -0.310 0.366 +#> 2 2 4 70 1 0.566 -0.212 0.722 +#> 3 3 4 70 1 0.271 -0.0662 0.397 +#> 4 4 4 70 1 0.218 -0.978 -0.131 +#> 5 5 4 70 1 0.699 -0.467 -0.0926 +#> 6 6 4 70 1 0.770 -0.602 0.294 +#> 7 7 4 70 1 0.530 -0.558 -0.157 +#> 8 8 4 70 1 0.683 -0.413 0.267 +#> 9 9 4 70 1 0.766 -0.361 -0.0727 +#> 10 10 4 70 1 0.482 -0.278 -0.0876 #> # … with 90 more rows #> ── Initial Conditions ($inits): ── #> depot centr AUC @@ -325,14 +324,14 @@

    Examples

    #> #> ── First part of data (object): ── #> # A tibble: 200 × 13 -#> sim.id time TVCl TVVc TVKa Cl Vc Ka K20 Cc depot centr -#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 1 4 70 1 7.67 53.3 1.58 0.144 24.2 6.26e+2 1286. -#> 2 1 14 4 70 1 7.67 53.3 1.58 0.144 5.70 7.24e-7 304. -#> 3 2 1 4 70 1 7.74 54.6 1.73 0.142 24.7 5.63e+2 1346. -#> 4 2 14 4 70 1 7.74 54.6 1.73 0.142 5.67 9.41e-8 310. -#> 5 3 1 4 70 1 7.98 46.0 1.01 0.174 21.2 9.50e+2 974. -#> 6 3 14 4 70 1 7.98 46.0 1.01 0.174 4.83 1.97e-3 222. +#> sim.id time TVCl TVVc TVKa Cl Vc Ka K20 Cc depot centr +#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> +#> 1 1 1 4 70 1 6.35 51.3 1.44 0.124 24.1 6.93e+ 2 1236. +#> 2 1 14 4 70 1 6.35 51.3 1.44 0.124 7.78 5.05e- 6 399. +#> 3 2 1 4 70 1 7.05 56.7 2.06 0.124 25.8 4.46e+ 2 1464. +#> 4 2 14 4 70 1 7.05 56.7 2.06 0.124 6.80 9.84e-10 385. +#> 5 3 1 4 70 1 5.25 65.5 1.49 0.0801 19.6 6.70e+ 2 1282. +#> 6 3 14 4 70 1 5.25 65.5 1.49 0.0801 10.7 2.66e- 6 703. #> # … with 194 more rows, and 1 more variable: AUC <dbl> #> @@ -350,7 +349,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_estim_sir.html b/docs/reference/poso_estim_sir.html index c471616..31576c8 100644 --- a/docs/reference/poso_estim_sir.html +++ b/docs/reference/poso_estim_sir.html @@ -174,1024 +174,1024 @@

    Examples

    poso_estim_sir(dat=df_patient01,prior_model=mod_run001, n_sample=1e4,n_resample=1e3) #> $eta -#> ETA_Cl ETA_Vc ETA_Ka -#> 1 0.630750326 -0.3469106943 0.259351051 -#> 2 0.570824659 -0.2187431226 0.306583776 -#> 3 0.495498817 -0.5775514746 0.034980529 -#> 4 -0.054123147 -0.3970852415 0.013183102 -#> 5 -0.417771760 -0.4747273963 0.078564341 -#> 6 0.426857090 -0.1219573467 0.266063912 -#> 7 0.358109799 -0.3721713026 0.594120877 -#> 8 0.520184267 -0.4956750517 0.400627072 -#> 9 0.765719594 -0.1362386450 0.485680756 -#> 10 0.680554748 -0.5459069867 0.046953704 -#> 11 0.552325584 -0.5424671720 0.040777836 -#> 12 0.547818885 -0.1594581225 1.036005190 -#> 13 0.469141359 -0.3720085040 0.384112689 -#> 14 0.275412910 -0.5878258794 -0.341903307 -#> 15 0.358825327 -0.0464915923 0.387558905 -#> 16 0.775846679 -0.2469894472 0.003948734 -#> 17 0.692386374 -0.3186897647 0.428494352 -#> 18 0.325544245 -0.6666017280 0.504718288 -#> 19 0.666826627 -0.5258683999 0.710784467 -#> 20 0.449289465 -0.1786624209 0.369022512 -#> 21 0.761033855 -0.1753108003 0.570167890 -#> 22 0.818515833 -0.3199005678 -0.048849179 -#> 23 0.658315560 -0.4617453191 0.131113581 -#> 24 0.547818885 -0.1594581225 1.036005190 -#> 25 0.405827763 -0.7769411518 -0.051808543 -#> 26 0.587346613 -0.2408070579 0.280653009 -#> 27 0.579012596 -0.1080902667 0.674712533 -#> 28 0.679811362 0.0892256483 0.482040811 -#> 29 0.478957764 -0.5340557166 0.252336062 -#> 30 0.345677131 -0.0866193706 0.578808760 -#> 31 0.608659885 -0.5198231667 0.156806859 -#> 32 0.503127414 -0.6932721257 -0.289710781 -#> 33 0.477434098 -0.6060305975 -0.324520458 -#> 34 0.242494444 0.0465710170 0.737636504 -#> 35 0.726357198 -0.1728930552 -0.052211771 -#> 36 -0.006130753 -0.4109768601 -0.028250346 -#> 37 0.198125694 -0.2311194362 0.485853063 -#> 38 0.495853088 -0.4013736003 0.720399137 -#> 39 -0.018744371 -0.4459141258 0.201135522 -#> 40 0.320713012 -0.7575018805 -0.293070189 -#> 41 0.568660775 -0.6371843813 -0.061004803 -#> 42 0.648600254 -0.4092123108 0.408909293 -#> 43 0.464946780 -0.3079662307 0.403152563 -#> 44 0.550080497 -0.4410584549 -0.405144690 -#> 45 0.654266083 -0.3786190786 0.198252652 -#> 46 0.071673758 0.1640011057 0.358809036 -#> 47 0.807304383 -0.1976143827 0.149037182 -#> 48 0.765719594 -0.1362386450 0.485680756 -#> 49 0.478491420 -0.7359408405 -0.170419719 -#> 50 0.747388455 -0.2299008892 0.629457501 -#> 51 0.522805258 -0.2056525940 0.335142380 -#> 52 0.569195473 -0.0331657768 1.031632598 -#> 53 0.880887839 -0.0400161573 0.348698980 -#> 54 0.730856619 -0.3977310009 -0.008600514 -#> 55 0.641813063 -0.0676380929 0.308671984 -#> 56 0.343864760 -1.0850953714 -0.216909744 -#> 57 0.185366326 -0.0874316948 0.648839019 -#> 58 0.400675857 -0.0928449301 0.722376626 -#> 59 -0.125928438 -0.6963983666 -0.035871105 -#> 60 0.565764643 -0.4664557518 -0.066263506 -#> 61 0.644506649 -0.4690901717 -0.112289571 -#> 62 0.334942259 -0.6645730260 0.204704300 -#> 63 0.486344761 -0.5312173139 -0.046101632 -#> 64 0.470498661 -0.7860215242 -0.031421425 -#> 65 0.441841720 -0.2309798550 0.635153876 -#> 66 0.794131245 -0.2192560093 0.418359129 -#> 67 0.495498817 -0.5775514746 0.034980529 -#> 68 -0.057502571 -0.2814696239 0.305342352 -#> 69 -0.073987217 -0.3509265234 0.586921139 -#> 70 0.295191704 -0.8140352407 -0.344759487 -#> 71 0.547216050 -0.5270740238 0.602940808 -#> 72 0.719520437 -0.3747267428 0.803123970 -#> 73 0.665530141 0.1197336663 0.883331912 -#> 74 0.799766938 -0.0605214155 0.358723532 -#> 75 0.707225363 -0.0324680183 0.693385545 -#> 76 0.505989675 -0.6689697244 -0.087146129 -#> 77 0.178790190 -0.4019062488 -0.123119655 -#> 78 0.484977577 -0.8124994559 0.016686815 -#> 79 0.638014717 -0.5908965165 0.008892999 -#> 80 0.520184267 -0.4956750517 0.400627072 -#> 81 0.761033855 -0.1753108003 0.570167890 -#> 82 0.691714582 -0.2865414470 0.198229880 -#> 83 0.501137625 -0.8048919399 -0.244850041 -#> 84 0.072348442 -0.6323884741 -0.023796701 -#> 85 0.621937742 -0.3342982826 0.551703667 -#> 86 0.580575520 -0.5763051332 0.008445292 -#> 87 0.417648087 0.0292116634 0.560321553 -#> 88 0.616437850 -0.1423682869 1.236568305 -#> 89 0.580575520 -0.5763051332 0.008445292 -#> 90 0.520790919 -0.1699599936 0.484650913 -#> 91 0.510336283 -0.4134707116 0.055228169 -#> 92 0.580575520 -0.5763051332 0.008445292 -#> 93 0.739336551 -0.4687573272 -0.085457919 -#> 94 0.505989675 -0.6689697244 -0.087146129 -#> 95 0.489711509 -0.3543949449 0.028690576 -#> 96 0.742666527 -0.0903633124 0.645536967 -#> 97 0.444308374 -0.7872674419 -0.730080384 -#> 98 0.723557821 -0.0377581581 0.612870312 -#> 99 0.654266083 -0.3786190786 0.198252652 -#> 100 0.473389296 -0.3808540099 0.170317884 -#> 101 0.531957645 -0.5600875976 0.461378659 -#> 102 0.757995635 0.0729570624 0.732841042 -#> 103 0.393891163 -0.4869378459 0.797907523 -#> 104 0.156415263 -0.6307645934 -0.189795208 -#> 105 0.348862578 -0.1213422939 0.462825699 -#> 106 0.658315560 -0.4617453191 0.131113581 -#> 107 0.583779581 -0.1337646674 0.434874569 -#> 108 0.316781542 -0.8299339889 -0.234740506 -#> 109 0.754346468 -0.2127313338 0.303977629 -#> 110 0.329343341 -0.6902772029 -0.023930234 -#> 111 0.286038934 -0.1095768019 0.951639185 -#> 112 0.402373468 -0.5047439624 0.042668622 -#> 113 0.250999792 -0.0355563926 0.457634107 -#> 114 0.624341955 -0.5033349493 -0.102783347 -#> 115 0.269896504 -0.5292367172 0.079499878 -#> 116 0.485671761 -0.2187162379 0.124208376 -#> 117 0.279315845 -0.5429820848 0.664222519 -#> 118 0.307975318 0.0607886646 0.494804280 -#> 119 0.501791973 -0.3527723836 -0.030503470 -#> 120 0.606463384 -0.6659632134 -0.542254939 -#> 121 0.541768367 -0.7768375118 -0.289799615 -#> 122 0.461197060 -0.4519121131 0.109310227 -#> 123 0.605148870 -0.5553520794 0.356091124 -#> 124 0.730856619 -0.3977310009 -0.008600514 -#> 125 0.621937742 -0.3342982826 0.551703667 -#> 126 0.475072951 -0.4908675121 0.452746570 -#> 127 0.691666359 -0.3580102252 0.101451694 -#> 128 0.594714782 -0.2956859225 1.037801727 -#> 129 0.549698145 -0.1291552621 0.588592974 -#> 130 0.173540764 -0.5602344802 -0.143450917 -#> 131 0.699979359 -0.3127497323 0.137940040 -#> 132 0.275180256 -0.7897158197 0.240100894 -#> 133 0.473389296 -0.3808540099 0.170317884 -#> 134 0.547216050 -0.5270740238 0.602940808 -#> 135 0.543062175 -0.7647464425 -0.281021828 -#> 136 0.646012848 -0.4147604973 0.065567924 -#> 137 0.521619792 -0.3648169202 0.593199137 -#> 138 0.469141359 -0.3720085040 0.384112689 -#> 139 0.680554748 -0.5459069867 0.046953704 -#> 140 0.494770443 -0.6855825738 -0.399309620 -#> 141 0.484977577 -0.8124994559 0.016686815 -#> 142 0.465576055 -0.3913701213 0.374037777 -#> 143 0.399310156 -0.8715022149 -0.107092594 -#> 144 0.684094057 -0.3822165398 0.655270752 -#> 145 0.200626584 -0.2130442885 0.171909219 -#> 146 0.510276023 -0.3550367898 0.247163005 -#> 147 0.478491420 -0.7359408405 -0.170419719 -#> 148 0.670160759 -0.1403250884 0.110437374 -#> 149 0.659133461 0.1196360139 1.125889936 -#> 150 0.400699322 -0.2696094480 0.807980842 -#> 151 0.275191569 -0.0358868356 0.227520019 -#> 152 0.608659885 -0.5198231667 0.156806859 -#> 153 0.569195473 -0.0331657768 1.031632598 -#> 154 0.503277907 -0.0852638656 0.375672117 -#> 155 0.498207096 -0.2488802371 -0.175210940 -#> 156 0.505989675 -0.6689697244 -0.087146129 -#> 157 0.284781090 -0.6785838538 -0.128691950 -#> 158 0.524134345 -0.8351105987 -0.487963506 -#> 159 0.566671467 -0.3998167796 0.687601565 -#> 160 0.611719903 0.0490354603 1.147897509 -#> 161 0.708796633 -0.5070151001 0.151112089 -#> 162 0.581310551 -0.1205315632 0.154304812 -#> 163 0.573184086 -0.6350235854 0.516305966 -#> 164 0.627265249 -0.2020708830 0.641656139 -#> 165 0.488048683 -0.5189840996 0.049837700 -#> 166 0.402544412 -0.2558361713 0.069526278 -#> 167 0.508815980 -0.7208848043 0.007270023 -#> 168 0.334942259 -0.6645730260 0.204704300 -#> 169 0.758969628 0.2067019742 0.615784201 -#> 170 0.699416487 -0.1643944306 0.736971339 -#> 171 0.684054982 -0.4985642636 0.643095629 -#> 172 0.517027023 -0.1224592621 0.418971853 -#> 173 0.235125643 -0.0648194510 0.155513013 -#> 174 0.624577780 -0.5133122650 -0.043160935 -#> 175 0.573184086 -0.6350235854 0.516305966 -#> 176 0.533474727 -0.4958831149 0.290775482 -#> 177 0.531026580 -0.3839951947 -0.097644821 -#> 178 0.644506649 -0.4690901717 -0.112289571 -#> 179 0.399567211 -0.0950235495 0.226842348 -#> 180 0.558643053 -0.5879834139 -0.064830414 -#> 181 0.678233932 0.0965742928 0.499385451 -#> 182 0.475072951 -0.4908675121 0.452746570 -#> 183 0.488048683 -0.5189840996 0.049837700 -#> 184 0.394309185 -0.4004087890 0.074166125 -#> 185 0.346365519 -0.3064358311 0.372820615 -#> 186 0.371391374 -0.8149312967 -0.263629408 -#> 187 0.389141338 -0.6833461944 0.168273780 -#> 188 0.693161951 -0.1853914147 1.095439769 -#> 189 0.794131245 -0.2192560093 0.418359129 -#> 190 0.603574864 -0.3598764891 0.218675214 -#> 191 0.552325584 -0.5424671720 0.040777836 -#> 192 0.521619792 -0.3648169202 0.593199137 -#> 193 0.472719492 -0.6925791872 0.101122154 -#> 194 0.501137625 -0.8048919399 -0.244850041 -#> 195 0.473164533 -0.0322004271 0.602406077 -#> 196 0.320426362 -0.0397044712 0.468497238 -#> 197 0.511352596 -0.4915707857 -0.134373264 -#> 198 0.328403310 0.1385413714 0.700983088 -#> 199 0.564960562 -0.4433393024 -0.118777924 -#> 200 0.568660775 -0.6371843813 -0.061004803 -#> 201 0.268342943 -1.1779558507 -0.551618738 -#> 202 0.831603715 0.0457240086 0.640451287 -#> 203 0.358109799 -0.3721713026 0.594120877 -#> 204 0.713917798 -0.3207785042 -0.164687509 -#> 205 0.605534915 -0.5156753429 0.168580697 -#> 206 0.538691757 -0.4199017375 0.056176619 -#> 207 0.358807841 -0.2245348599 0.520204210 -#> 208 0.182694809 -0.3149802899 0.423159692 -#> 209 0.639537878 -0.3514054189 0.313414823 -#> 210 0.529777636 -0.5891031783 -0.157323610 -#> 211 0.670197033 0.1052407710 0.711860677 -#> 212 0.777206655 0.0776103774 0.480433093 -#> 213 0.486506070 -0.3778933262 0.102684963 -#> 214 0.711108447 -0.0690512510 0.224548630 -#> 215 0.758715249 -0.2277070793 0.996434516 -#> 216 0.241005501 -0.7097166718 0.133962429 -#> 217 0.516376975 -0.2339550187 0.261320230 -#> 218 0.510336283 -0.4134707116 0.055228169 -#> 219 0.330304149 -0.9110684514 0.303839778 -#> 220 0.653951466 -0.6384714887 -0.353552934 -#> 221 0.644420351 -0.1339095856 0.558365896 -#> 222 0.579012596 -0.1080902667 0.674712533 -#> 223 0.399310156 -0.8715022149 -0.107092594 -#> 224 0.537473594 -0.7121418161 0.112749371 -#> 225 0.807304383 -0.1976143827 0.149037182 -#> 226 0.704625482 -0.3957921871 -0.015665171 -#> 227 0.637601130 -0.3100033348 0.425364194 -#> 228 0.691714582 -0.2865414470 0.198229880 -#> 229 0.844231310 -0.0487740540 0.548005716 -#> 230 0.501791973 -0.3527723836 -0.030503470 -#> 231 0.570824659 -0.2187431226 0.306583776 -#> 232 0.633623954 -0.6045737731 -0.304291395 -#> 233 0.347044642 -0.9043220672 0.035982809 -#> 234 0.309947121 -0.5788288177 -0.360353697 -#> 235 0.535430574 -0.5926003047 -0.197710845 -#> 236 0.371391374 -0.8149312967 -0.263629408 -#> 237 -0.023489655 -0.6349408301 -0.177576322 -#> 238 0.208753321 -1.0027628282 -0.166614168 -#> 239 0.495498817 -0.5775514746 0.034980529 -#> 240 0.546501527 -0.3955329901 -0.124089750 -#> 241 0.379751544 -0.3557429647 0.059234486 -#> 242 0.522805258 -0.2056525940 0.335142380 -#> 243 0.383769504 -0.6749125059 -0.225949823 -#> 244 0.675765254 -0.4907265452 0.242046174 -#> 245 0.402797755 -0.6533415746 -0.258213589 -#> 246 0.552522043 -0.7322225660 0.232800211 -#> 247 0.693429380 -0.4928519139 -0.301461491 -#> 248 0.543062175 -0.7647464425 -0.281021828 -#> 249 0.522655422 -0.3957636242 0.188850848 -#> 250 0.799766938 -0.0605214155 0.358723532 -#> 251 0.465576055 -0.3913701213 0.374037777 -#> 252 0.801594749 -0.1897360236 -0.074992297 -#> 253 0.692386374 -0.3186897647 0.428494352 -#> 254 0.295097146 -0.5223590498 0.048893409 -#> 255 0.709666889 -0.2740009158 0.230536948 -#> 256 0.820618390 -0.3652746519 0.099767265 -#> 257 0.617054576 -0.2380166450 0.377074383 -#> 258 0.621937742 -0.3342982826 0.551703667 -#> 259 0.185366326 -0.0874316948 0.648839019 -#> 260 0.699416487 -0.1643944306 0.736971339 -#> 261 0.579012596 -0.1080902667 0.674712533 -#> 262 0.530649171 -0.1306434010 0.750639880 -#> 263 0.347962314 0.0088953562 0.867280872 -#> 264 0.479758911 -0.2738241371 0.446058749 -#> 265 0.779910235 -0.3209005927 0.794422859 -#> 266 0.638014717 -0.5908965165 0.008892999 -#> 267 0.207116110 -0.0277882555 0.205457376 -#> 268 0.503127414 -0.6932721257 -0.289710781 -#> 269 0.430836868 -0.4154031711 -0.029505056 -#> 270 0.580575520 -0.5763051332 0.008445292 -#> 271 0.494770443 -0.6855825738 -0.399309620 -#> 272 0.847237469 -0.0089514304 0.631981134 -#> 273 0.533474727 -0.4958831149 0.290775482 -#> 274 0.425293169 -0.7783599157 0.342950354 -#> 275 0.514752925 -0.4790178929 -0.017104470 -#> 276 0.492243164 -0.3252623714 0.367817200 -#> 277 0.785048750 -0.1629779324 0.147511499 -#> 278 0.115036132 -0.4127049809 0.134711413 -#> 279 0.005494727 -0.1291122019 0.319152654 -#> 280 0.426985838 -0.6191124544 0.387428179 -#> 281 0.269449974 -0.0885452409 0.626923972 -#> 282 0.692386374 -0.3186897647 0.428494352 -#> 283 0.535430574 -0.5926003047 -0.197710845 -#> 284 0.381826009 -0.0899868122 0.362999107 -#> 285 0.646012848 -0.4147604973 0.065567924 -#> 286 0.654430154 -0.2607641783 0.386218899 -#> 287 0.689374883 -0.2347061793 0.004904187 -#> 288 0.433557803 -0.4164708992 -0.019769411 -#> 289 0.633623954 -0.6045737731 -0.304291395 -#> 290 0.618333091 -0.0965904515 0.626088997 -#> 291 0.465035930 -0.2104732714 0.444295708 -#> 292 0.194836313 -0.4928086279 0.247542833 -#> 293 0.522805258 -0.2056525940 0.335142380 -#> 294 0.189333205 -0.7745892544 -0.276350665 -#> 295 0.680554748 -0.5459069867 0.046953704 -#> 296 0.212439808 -0.2412021808 0.107673100 -#> 297 0.716021119 -0.5555646713 -0.560857091 -#> 298 0.636219445 -0.2659242852 0.548682900 -#> 299 0.201967637 -0.6239895986 -0.363488671 -#> 300 0.470498661 -0.7860215242 -0.031421425 -#> 301 0.364242091 -0.5130521811 -0.361116628 -#> 302 0.844231310 -0.0487740540 0.548005716 -#> 303 0.654266083 -0.3786190786 0.198252652 -#> 304 0.568660775 -0.6371843813 -0.061004803 -#> 305 0.668484401 -0.6152215258 0.106516759 -#> 306 0.514752925 -0.4790178929 -0.017104470 -#> 307 0.524022037 -0.3005461661 0.262257974 -#> 308 0.752936081 -0.0900894469 0.520149911 -#> 309 0.582872349 -0.4446120173 0.094488375 -#> 310 0.682070585 -0.5305272976 0.370337608 -#> 311 0.520184267 -0.4956750517 0.400627072 -#> 312 0.797691870 -0.0980830245 0.294481831 -#> 313 0.794131245 -0.2192560093 0.418359129 -#> 314 0.444036659 -0.1725632223 0.352690368 -#> 315 0.278658898 -0.7795811332 0.220617758 -#> 316 0.584303674 -0.6556606403 0.444191317 -#> 317 0.638014717 -0.5908965165 0.008892999 -#> 318 0.380440934 -0.3413395649 0.386933139 -#> 319 0.616329841 -0.1862407449 -0.010856924 -#> 320 0.626860571 -0.4790717370 -0.302472104 -#> 321 0.416745133 -0.4233091843 0.346972273 -#> 322 0.646012848 -0.4147604973 0.065567924 -#> 323 0.699416487 -0.1643944306 0.736971339 -#> 324 0.572849387 -0.0746489912 0.732614569 -#> 325 0.693161951 -0.1853914147 1.095439769 -#> 326 0.626860571 -0.4790717370 -0.302472104 -#> 327 0.638014717 -0.5908965165 0.008892999 -#> 328 0.378102541 -0.9668822494 0.046675509 -#> 329 0.658315560 -0.4617453191 0.131113581 -#> 330 0.526760906 -0.6346257046 0.521511965 -#> 331 0.637601130 -0.3100033348 0.425364194 -#> 332 0.506929292 -0.3516959688 0.480852957 -#> 333 0.527593421 -0.6790980885 0.480196328 -#> 334 0.138855028 -0.7521611972 -0.410991938 -#> 335 0.619482976 -0.5067553036 0.160837426 -#> 336 0.316781542 -0.8299339889 -0.234740506 -#> 337 0.747388455 -0.2299008892 0.629457501 -#> 338 0.495498817 -0.5775514746 0.034980529 -#> 339 0.603574864 -0.3598764891 0.218675214 -#> 340 0.591681927 -0.0521393595 0.783676797 -#> 341 0.576178619 0.1940371568 0.527094213 -#> 342 0.488048683 -0.5189840996 0.049837700 -#> 343 0.109471338 -0.4574033337 0.159471439 -#> 344 0.175431954 -0.3454204533 0.836891512 -#> 345 0.485605724 -0.6055016403 0.044789338 -#> 346 0.014883845 -1.4521228523 -0.016827127 -#> 347 0.799766938 -0.0605214155 0.358723532 -#> 348 0.842193544 -0.1041899699 0.343848401 -#> 349 0.383769504 -0.6749125059 -0.225949823 -#> 350 0.346278204 -0.1072102523 0.520558097 -#> 351 0.524134345 -0.8351105987 -0.487963506 -#> 352 0.579012596 -0.1080902667 0.674712533 -#> 353 0.518832391 -0.1613999607 0.672197362 -#> 354 0.505989675 -0.6689697244 -0.087146129 -#> 355 0.536384486 -0.4394800819 0.405079980 -#> 356 0.228311018 -0.5007423370 0.054234509 -#> 357 0.577120748 -0.6516643045 -0.001479730 -#> 358 0.371357152 -0.6203776546 -0.465191141 -#> 359 0.290258619 -0.1306330445 0.621888495 -#> 360 0.716021119 -0.5555646713 -0.560857091 -#> 361 0.432945115 -0.5232993267 0.421315336 -#> 362 0.709666889 -0.2740009158 0.230536948 -#> 363 0.329343341 -0.6902772029 -0.023930234 -#> 364 0.536945712 -0.0649351622 0.563390201 -#> 365 0.669772842 -0.4033058970 0.120854799 -#> 366 0.319438895 -0.7253033198 0.412935038 -#> 367 0.392512435 -0.4651549500 0.907835135 -#> 368 0.717779999 -0.5583900535 -0.480814015 -#> 369 0.605805327 -0.2247393615 0.461890869 -#> 370 0.490290714 -0.2228036642 0.719159747 -#> 371 0.503127414 -0.6932721257 -0.289710781 -#> 372 0.707225363 -0.0324680183 0.693385545 -#> 373 0.568660775 -0.6371843813 -0.061004803 -#> 374 0.699416487 -0.1643944306 0.736971339 -#> 375 0.389787306 -0.1833853724 0.619175221 -#> 376 0.630750326 -0.3469106943 0.259351051 -#> 377 0.753646289 -0.3915816041 -0.393858217 -#> 378 0.387355346 -0.7129194877 0.439357374 -#> 379 0.617887981 -0.2913004765 -0.067841087 -#> 380 0.415878606 -0.4944832880 -0.033366470 -#> 381 0.699120848 0.2508079242 0.964309027 -#> 382 0.606463384 -0.6659632134 -0.542254939 -#> 383 0.797742471 0.0395323470 0.709947461 -#> 384 0.450854077 -0.1720008181 0.324784157 -#> 385 0.501137625 -0.8048919399 -0.244850041 -#> 386 0.699416487 -0.1643944306 0.736971339 -#> 387 0.311998599 -0.6434425186 -0.585341336 -#> 388 0.605327024 -0.1174581853 0.351113482 -#> 389 0.486506070 -0.3778933262 0.102684963 -#> 390 0.683608359 -0.1626286425 0.222504720 -#> 391 0.533474727 -0.4958831149 0.290775482 -#> 392 0.536384486 -0.4394800819 0.405079980 -#> 393 0.410719649 -0.3501400916 0.041166231 -#> 394 0.605534915 -0.5156753429 0.168580697 -#> 395 0.616773077 -0.5625817189 0.180450838 -#> 396 0.684094057 -0.3822165398 0.655270752 -#> 397 0.508815980 -0.7208848043 0.007270023 -#> 398 0.648600254 -0.4092123108 0.408909293 -#> 399 0.624577780 -0.5133122650 -0.043160935 -#> 400 0.785048750 -0.1629779324 0.147511499 -#> 401 0.765719594 -0.1362386450 0.485680756 -#> 402 0.564600229 -0.3547002358 -0.172301469 -#> 403 0.813325953 0.1747758534 0.515330554 -#> 404 0.684054982 -0.4985642636 0.643095629 -#> 405 -0.286690881 -0.5488063999 0.328040810 -#> 406 0.566671467 -0.3998167796 0.687601565 -#> 407 0.426985838 -0.6191124544 0.387428179 -#> 408 0.227211075 0.1065245600 1.238275564 -#> 409 -0.152033612 -0.6000109506 0.018588539 -#> 410 0.616773077 -0.5625817189 0.180450838 -#> 411 0.282111024 -0.4140739383 0.766567022 -#> 412 0.541665027 -0.8464010429 -0.359186766 -#> 413 0.051006237 -0.3163548119 0.785712417 -#> 414 0.386494568 -0.2135309636 0.064910763 -#> 415 0.699979359 -0.3127497323 0.137940040 -#> 416 0.580575520 -0.5763051332 0.008445292 -#> 417 0.495498817 -0.5775514746 0.034980529 -#> 418 0.552325584 -0.5424671720 0.040777836 -#> 419 0.844231310 -0.0487740540 0.548005716 -#> 420 0.621142705 -0.2236736236 0.414681218 -#> 421 0.565534508 -0.1929856488 -0.111792059 -#> 422 0.500693136 -0.2687209893 0.632724606 -#> 423 0.524134345 -0.8351105987 -0.487963506 -#> 424 0.454109029 -0.8322827610 0.214310058 -#> 425 0.475072951 -0.4908675121 0.452746570 -#> 426 0.541665027 -0.8464010429 -0.359186766 -#> 427 0.634148647 -0.6213047264 0.106976746 -#> 428 0.761033855 -0.1753108003 0.570167890 -#> 429 0.523172232 -0.5380418779 -0.195021617 -#> 430 0.666123114 0.0439383469 0.833267411 -#> 431 0.518832391 -0.1613999607 0.672197362 -#> 432 0.469141359 -0.3720085040 0.384112689 -#> 433 0.416745133 -0.4233091843 0.346972273 -#> 434 0.775846679 -0.2469894472 0.003948734 -#> 435 0.465035930 -0.2104732714 0.444295708 -#> 436 0.679975347 -0.2567608735 0.125295895 -#> 437 0.831603715 0.0457240086 0.640451287 -#> 438 0.654266083 -0.3786190786 0.198252652 -#> 439 0.495845685 -0.7217559063 -0.518352429 -#> 440 0.524134345 -0.8351105987 -0.487963506 -#> 441 0.514752925 -0.4790178929 -0.017104470 -#> 442 0.584687732 0.4527155916 1.062718902 -#> 443 0.153628499 -0.8908120694 0.459500007 -#> 444 0.628551233 -0.1239183375 0.089602801 -#> 445 0.226206362 -0.4787507017 -0.181747088 -#> 446 -0.086020693 0.0274094735 0.468278878 -#> 447 0.552308811 -0.7422262392 -0.208287785 -#> 448 0.486344761 -0.5312173139 -0.046101632 -#> 449 0.254623941 -0.3889360881 0.047870328 -#> 450 0.645364722 -0.4605913501 0.139344260 -#> 451 0.124046049 -0.3722124972 0.509144650 -#> 452 0.670197033 0.1052407710 0.711860677 -#> 453 0.621142705 -0.2236736236 0.414681218 -#> 454 0.659379103 0.3086675835 1.100072669 -#> 455 0.654266083 -0.3786190786 0.198252652 -#> 456 0.503277907 -0.0852638656 0.375672117 -#> 457 0.517749759 -0.4197160957 -0.141258668 -#> 458 0.693161951 -0.1853914147 1.095439769 -#> 459 0.860472119 -0.0995337847 0.137105796 -#> 460 0.371391374 -0.8149312967 -0.263629408 -#> 461 0.322691930 -0.5966449793 -0.390665173 -#> 462 0.420407666 -0.5971516521 -0.429582089 -#> 463 0.707225363 -0.0324680183 0.693385545 -#> 464 0.269896504 -0.5292367172 0.079499878 -#> 465 0.639537878 -0.3514054189 0.313414823 -#> 466 0.633623954 -0.6045737731 -0.304291395 -#> 467 0.319352521 -0.1962154558 0.599518949 -#> 468 0.415878606 -0.4944832880 -0.033366470 -#> 469 0.444036659 -0.1725632223 0.352690368 -#> 470 0.752936081 -0.0900894469 0.520149911 -#> 471 0.143088961 -0.2561331388 0.577716248 -#> 472 0.422094452 -0.1675585879 0.549298512 -#> 473 0.503127414 -0.6932721257 -0.289710781 -#> 474 0.383948713 -0.6835819168 0.321766689 -#> 475 0.415878606 -0.4944832880 -0.033366470 -#> 476 0.675313552 -0.3720852966 0.706400999 -#> 477 0.347044642 -0.9043220672 0.035982809 -#> 478 0.354104955 -0.6144633667 0.159532908 -#> 479 0.004014460 -0.3147825179 0.265477038 -#> 480 0.547818885 -0.1594581225 1.036005190 -#> 481 0.521619792 -0.3648169202 0.593199137 -#> 482 0.111654314 -0.5609125154 0.001423546 -#> 483 0.630750326 -0.3469106943 0.259351051 -#> 484 0.524134345 -0.8351105987 -0.487963506 -#> 485 0.213618124 -1.1408631089 -0.876045959 -#> 486 0.467740580 -0.4214672015 0.731209363 -#> 487 0.371391374 -0.8149312967 -0.263629408 -#> 488 0.547750129 -0.2448818062 0.459651368 -#> 489 0.591681927 -0.0521393595 0.783676797 -#> 490 0.603574864 -0.3598764891 0.218675214 -#> 491 0.797691870 -0.0980830245 0.294481831 -#> 492 0.785048750 -0.1629779324 0.147511499 -#> 493 0.535430574 -0.5926003047 -0.197710845 -#> 494 0.389141338 -0.6833461944 0.168273780 -#> 495 -0.113525059 0.1248908414 0.796978327 -#> 496 0.636219445 -0.2659242852 0.548682900 -#> 497 0.495836604 -0.5224995883 0.380654868 -#> 498 0.503127414 -0.6932721257 -0.289710781 -#> 499 0.321952351 -0.3232129589 0.635474977 -#> 500 0.546945743 -0.1257080800 0.294048711 -#> 501 0.794131245 -0.2192560093 0.418359129 -#> 502 0.291462801 -0.6236412194 -0.083747569 -#> 503 0.453386681 -0.6634389517 -0.467517013 -#> 504 0.616437850 -0.1423682869 1.236568305 -#> 505 0.522655422 -0.3957636242 0.188850848 -#> 506 0.547216050 -0.5270740238 0.602940808 -#> 507 0.272377971 -0.5527550232 0.530771799 -#> 508 0.704625482 -0.3957921871 -0.015665171 -#> 509 0.617779376 -0.3002645851 -0.099681614 -#> 510 0.503842913 -0.0137283618 0.614700125 -#> 511 0.739781129 0.1501214908 1.607946479 -#> 512 0.683648135 -0.1799505322 -0.104824110 -#> 513 0.529777636 -0.5891031783 -0.157323610 -#> 514 0.582872349 -0.4446120173 0.094488375 -#> 515 0.387355346 -0.7129194877 0.439357374 -#> 516 0.771307429 -0.3362236978 0.463422200 -#> 517 0.459844108 -0.6621186469 0.653922769 -#> 518 0.434362869 -0.5878430085 0.333271952 -#> 519 0.464336921 -0.0623478163 0.303715685 -#> 520 0.875729576 -0.0570343799 0.676968836 -#> 521 0.885580719 -0.1359080724 0.068873154 -#> 522 0.947281178 -0.1124886599 0.309095682 -#> 523 0.290642489 -0.2466967357 0.383002111 -#> 524 0.274705762 -0.4344212159 0.417679490 -#> 525 0.541665027 -0.8464010429 -0.359186766 -#> 526 0.645364722 -0.4605913501 0.139344260 -#> 527 0.679975347 -0.2567608735 0.125295895 -#> 528 0.638014717 -0.5908965165 0.008892999 -#> 529 0.421804702 -0.8729232059 -0.138562388 -#> 530 0.345139982 -0.2586839047 0.100820523 -#> 531 0.723557821 -0.0377581581 0.612870312 -#> 532 0.538691757 -0.4199017375 0.056176619 -#> 533 0.607694105 -0.3009320650 0.329534903 -#> 534 0.281386167 -0.7523285028 -0.050113506 -#> 535 0.605327024 -0.1174581853 0.351113482 -#> 536 0.696211013 -0.6135278263 0.131940051 -#> 537 0.290437507 0.1142015340 0.926601177 -#> 538 0.633623954 -0.6045737731 -0.304291395 -#> 539 0.684094057 -0.3822165398 0.655270752 -#> 540 0.434736267 -0.5456482476 -0.328757710 -#> 541 0.392512435 -0.4651549500 0.907835135 -#> 542 0.478491420 -0.7359408405 -0.170419719 -#> 543 0.708796633 -0.5070151001 0.151112089 -#> 544 0.505989675 -0.6689697244 -0.087146129 -#> 545 0.747388455 -0.2299008892 0.629457501 -#> 546 0.617054576 -0.2380166450 0.377074383 -#> 547 0.503127414 -0.6932721257 -0.289710781 -#> 548 0.055573767 -0.0748413925 0.572829640 -#> 549 0.648600254 -0.4092123108 0.408909293 -#> 550 0.537473594 -0.7121418161 0.112749371 -#> 551 0.492243164 -0.3252623714 0.367817200 -#> 552 0.469542452 -0.1428172479 0.085190760 -#> 553 0.521619792 -0.3648169202 0.593199137 -#> 554 0.431842606 -0.5971367958 0.218942999 -#> 555 0.699979359 -0.3127497323 0.137940040 -#> 556 0.618581060 0.2224936793 0.515332322 -#> 557 0.107098709 -0.7356954327 0.008643756 -#> 558 0.842193544 -0.1041899699 0.343848401 -#> 559 0.439935837 -0.1149729978 0.091215750 -#> 560 0.467740580 -0.4214672015 0.731209363 -#> 561 0.699979359 -0.3127497323 0.137940040 -#> 562 0.254431932 -0.2485085214 0.627962365 -#> 563 0.318921393 -0.1182648762 0.305001564 -#> 564 -0.270722957 0.1356711073 0.636689330 -#> 565 0.367959246 -0.2271309697 0.379789655 -#> 566 0.765719594 -0.1362386450 0.485680756 -#> 567 0.731298371 -0.3121684161 0.371293456 -#> 568 0.510276023 -0.3550367898 0.247163005 -#> 569 0.607694105 -0.3009320650 0.329534903 -#> 570 0.431097966 -0.4059126040 -0.104226981 -#> 571 0.456053179 -0.1072300471 0.641175051 -#> 572 0.492243164 -0.3252623714 0.367817200 -#> 573 0.341417671 -0.6123203754 0.152632348 -#> 574 0.253583516 -0.2207157368 0.359001292 -#> 575 0.674138771 -0.4129891463 -0.056240806 -#> 576 0.665063346 -0.3742920080 0.748671775 -#> 577 0.427373489 -0.8940541523 -0.204252131 -#> 578 0.717779999 -0.5583900535 -0.480814015 -#> 579 0.427373489 -0.8940541523 -0.204252131 -#> 580 0.513490605 0.2975927869 1.019841796 -#> 581 0.903293407 -0.0720580610 0.736373488 -#> 582 0.356865131 -0.7329502190 0.050123249 -#> 583 0.109471338 -0.4574033337 0.159471439 -#> 584 0.702988637 -0.5382947323 0.162188079 -#> 585 -0.233477841 -0.1976966948 0.492794847 -#> 586 0.699416487 -0.1643944306 0.736971339 -#> 587 0.569195473 -0.0331657768 1.031632598 -#> 588 0.158310734 -0.6683685714 -0.179084488 -#> 589 0.898760839 0.1061687672 0.464674081 -#> 590 0.559607733 -0.3345745135 0.483929287 -#> 591 0.462691697 -0.4675892125 0.500925553 -#> 592 0.371391374 -0.8149312967 -0.263629408 -#> 593 0.765719594 -0.1362386450 0.485680756 -#> 594 -0.005163282 -0.3061660467 0.188406558 -#> 595 0.627265249 -0.2020708830 0.641656139 -#> 596 0.654430154 -0.2607641783 0.386218899 -#> 597 0.261856884 -0.3099663772 0.489270321 -#> 598 0.054000259 -0.7169783481 0.221782314 -#> 599 0.779556041 -0.2411662319 0.350230000 -#> 600 0.402373468 -0.5047439624 0.042668622 -#> 601 0.585034256 -0.1899031736 0.604609484 -#> 602 0.619482976 -0.5067553036 0.160837426 -#> 603 0.522655422 -0.3957636242 0.188850848 -#> 604 0.669772842 -0.4033058970 0.120854799 -#> 605 0.570824659 -0.2187431226 0.306583776 -#> 606 0.478957764 -0.5340557166 0.252336062 -#> 607 0.279882040 -0.0325085769 0.701766955 -#> 608 0.558643053 -0.5879834139 -0.064830414 -#> 609 0.572849387 -0.0746489912 0.732614569 -#> 610 0.618333091 -0.0965904515 0.626088997 -#> 611 0.761033855 -0.1753108003 0.570167890 -#> 612 0.624341955 -0.5033349493 -0.102783347 -#> 613 0.356865131 -0.7329502190 0.050123249 -#> 614 0.617779376 -0.3002645851 -0.099681614 -#> 615 0.572849387 -0.0746489912 0.732614569 -#> 616 0.535430574 -0.5926003047 -0.197710845 -#> 617 0.527960232 -0.2867591076 0.341165765 -#> 618 0.859425046 -0.0091270256 0.096564383 -#> 619 0.468713653 -0.4269561786 -0.198315942 -#> 620 0.375943587 -0.5255856388 0.155884039 -#> 621 0.699979359 -0.3127497323 0.137940040 -#> 622 0.457154693 -0.2053050555 0.496677978 -#> 623 0.533474727 -0.4958831149 0.290775482 -#> 624 0.465035930 -0.2104732714 0.444295708 -#> 625 0.691714582 -0.2865414470 0.198229880 -#> 626 0.707225363 -0.0324680183 0.693385545 -#> 627 0.865936822 0.1753830660 0.961915290 -#> 628 0.616329841 -0.1862407449 -0.010856924 -#> 629 0.671706545 0.1465995375 0.329153126 -#> 630 0.389880286 0.1016719670 0.622372631 -#> 631 0.700757912 -0.5621080556 -0.130470673 -#> 632 0.608659885 -0.5198231667 0.156806859 -#> 633 0.697528857 -0.4441559680 0.145073033 -#> 634 0.334497249 -0.0694085745 1.034116005 -#> 635 0.444851636 -0.7010967048 -0.348341508 -#> 636 0.549698145 -0.1291552621 0.588592974 -#> 637 0.709666889 -0.2740009158 0.230536948 -#> 638 0.628551233 -0.1239183375 0.089602801 -#> 639 0.454013882 -0.6121080962 0.512674179 -#> 640 0.907494922 -0.2834480593 -0.101668588 -#> 641 0.494770443 -0.6855825738 -0.399309620 -#> 642 0.514752925 -0.4790178929 -0.017104470 -#> 643 0.265540792 -0.2058666921 0.461504366 -#> 644 0.138788826 -0.0079829538 0.546628620 -#> 645 0.589014707 0.0710075393 0.777838021 -#> 646 0.511667539 -0.5533109002 -0.284383916 -#> 647 0.679975347 -0.2567608735 0.125295895 -#> 648 0.844231310 -0.0487740540 0.548005716 -#> 649 0.558235228 0.0285878707 0.301800060 -#> 650 -0.082960600 -0.0053240869 0.342113490 -#> 651 0.642450665 -0.5452313026 -0.201705302 -#> 652 0.364242091 -0.5130521811 -0.361116628 -#> 653 0.654266083 -0.3786190786 0.198252652 -#> 654 0.289930473 -0.1706333636 0.287735049 -#> 655 0.627265249 -0.2020708830 0.641656139 -#> 656 0.729543529 -0.1639455075 0.124150071 -#> 657 0.739781129 0.1501214908 1.607946479 -#> 658 0.794131245 -0.2192560093 0.418359129 -#> 659 0.754346468 -0.2127313338 0.303977629 -#> 660 0.468688702 -0.3367335065 -0.147937506 -#> 661 0.054000259 -0.7169783481 0.221782314 -#> 662 0.486344761 -0.5312173139 -0.046101632 -#> 663 0.645364722 -0.4605913501 0.139344260 -#> 664 0.541665027 -0.8464010429 -0.359186766 -#> 665 0.266574275 -0.4502605527 0.433896971 -#> 666 0.536384486 -0.4394800819 0.405079980 -#> 667 0.506929292 -0.3516959688 0.480852957 -#> 668 0.669772842 -0.4033058970 0.120854799 -#> 669 0.670197033 0.1052407710 0.711860677 -#> 670 0.320415157 -0.7866608332 -0.341942958 -#> 671 0.637601130 -0.3100033348 0.425364194 -#> 672 -0.383751161 -0.1175976250 0.665600945 -#> 673 0.624341955 -0.5033349493 -0.102783347 -#> 674 0.793934776 -0.0215126844 0.385487981 -#> 675 0.750265666 -0.5303276124 0.017387173 -#> 676 0.441841720 -0.2309798550 0.635153876 -#> 677 0.753646289 -0.3915816041 -0.393858217 -#> 678 0.392512435 -0.4651549500 0.907835135 -#> 679 0.747388455 -0.2299008892 0.629457501 -#> 680 0.453056677 -0.3514706494 0.447202856 -#> 681 0.378102541 -0.9668822494 0.046675509 -#> 682 0.358109799 -0.3721713026 0.594120877 -#> 683 0.526760906 -0.6346257046 0.521511965 -#> 684 0.665063346 -0.3742920080 0.748671775 -#> 685 0.654266083 -0.3786190786 0.198252652 -#> 686 0.533474727 -0.4958831149 0.290775482 -#> 687 0.336981303 -0.7076102979 0.025565166 -#> 688 0.290506285 -0.9070337154 0.024135582 -#> 689 0.485605724 -0.6055016403 0.044789338 -#> 690 -0.196867465 -0.6114400095 0.157993071 -#> 691 0.731606662 -0.0973454543 0.324632344 -#> 692 0.485605724 -0.6055016403 0.044789338 -#> 693 -0.068606617 -0.2978996259 -0.087411313 -#> 694 0.642450665 -0.5452313026 -0.201705302 -#> 695 0.779556041 -0.2411662319 0.350230000 -#> 696 0.572849387 -0.0746489912 0.732614569 -#> 697 0.371400489 -0.3551981406 0.294943799 -#> 698 0.646012848 -0.4147604973 0.065567924 -#> 699 0.697528857 -0.4441559680 0.145073033 -#> 700 0.572640772 -0.1365033759 0.350442683 -#> 701 0.777410232 -0.5925627108 -0.357624660 -#> 702 0.694124464 -0.5955599723 -0.129602667 -#> 703 0.475072951 -0.4908675121 0.452746570 -#> 704 0.501677262 -0.5886356478 0.012460715 -#> 705 0.074888292 -0.7289544198 0.005698807 -#> 706 0.478024863 -0.3229358690 0.618781632 -#> 707 0.552753131 -0.6447694171 -0.451488487 -#> 708 0.584467947 -0.3110719897 -0.005808336 -#> 709 0.537749125 -0.4247878923 -0.163145845 -#> 710 0.158503228 -0.0158895562 0.466703884 -#> 711 0.591681927 -0.0521393595 0.783676797 -#> 712 0.742666527 -0.0903633124 0.645536967 -#> 713 0.674138771 -0.4129891463 -0.056240806 -#> 714 0.571693379 -0.2890570269 0.699257966 -#> 715 0.664993759 -0.5337485816 0.713581521 -#> 716 0.261459834 -0.7129607795 -0.070612588 -#> 717 0.868319323 -0.1788784962 0.318321087 -#> 718 0.743911381 -0.4606106578 -0.017075531 -#> 719 0.427025374 -0.3999339978 -0.073761072 -#> 720 0.389787306 -0.1833853724 0.619175221 -#> 721 0.152337800 0.0861175824 0.908956532 -#> 722 0.506929292 -0.3516959688 0.480852957 -#> 723 0.611719903 0.0490354603 1.147897509 -#> 724 0.403255388 -0.7584733247 0.575129743 -#> 725 0.261604346 -0.4250191091 -0.211262710 -#> 726 0.723557821 -0.0377581581 0.612870312 -#> 727 0.516376975 -0.2339550187 0.261320230 -#> 728 0.426985838 -0.6191124544 0.387428179 -#> 729 0.631345868 -0.2532170416 0.030348408 -#> 730 0.474692878 -0.2108803316 0.259086912 -#> 731 0.699416487 -0.1643944306 0.736971339 -#> 732 0.268780796 -0.3263337910 0.282701121 -#> 733 0.752936081 -0.0900894469 0.520149911 -#> 734 0.699120848 0.2508079242 0.964309027 -#> 735 0.382919800 -0.3515284378 0.635761616 -#> 736 0.501677262 -0.5886356478 0.012460715 -#> 737 0.505989675 -0.6689697244 -0.087146129 -#> 738 0.347962314 0.0088953562 0.867280872 -#> 739 0.565764643 -0.4664557518 -0.066263506 -#> 740 0.511352596 -0.4915707857 -0.134373264 -#> 741 0.728756135 -0.4142320599 -0.357001715 -#> 742 0.522655422 -0.3957636242 0.188850848 -#> 743 0.506929292 -0.3516959688 0.480852957 -#> 744 0.387355346 -0.7129194877 0.439357374 -#> 745 0.603574864 -0.3598764891 0.218675214 -#> 746 0.501137625 -0.8048919399 -0.244850041 -#> 747 0.645364722 -0.4605913501 0.139344260 -#> 748 0.742544731 -0.0176195541 0.405884460 -#> 749 0.457154693 -0.2053050555 0.496677978 -#> 750 0.316881639 -0.4680475841 -0.137556262 -#> 751 0.742544731 -0.0176195541 0.405884460 -#> 752 0.251519244 -0.8886610817 0.173213654 -#> 753 0.616329841 -0.1862407449 -0.010856924 -#> 754 0.488048683 -0.5189840996 0.049837700 -#> 755 0.743911381 -0.4606106578 -0.017075531 -#> 756 0.425755099 -0.6116472217 0.167825544 -#> 757 0.441151275 0.1526927090 0.592606391 -#> 758 0.707225363 -0.0324680183 0.693385545 -#> 759 0.378373725 -0.7980279450 0.728913304 -#> 760 0.511180172 -0.1843581772 0.362053183 -#> 761 0.485671761 -0.2187162379 0.124208376 -#> 762 0.524134345 -0.8351105987 -0.487963506 -#> 763 0.664993759 -0.5337485816 0.713581521 -#> 764 0.292473778 -0.4035915630 0.415610913 -#> 765 0.281386167 -0.7523285028 -0.050113506 -#> 766 0.680554748 -0.5459069867 0.046953704 -#> 767 0.506839964 -0.1076813586 0.208696632 -#> 768 0.621142705 -0.2236736236 0.414681218 -#> 769 0.178790190 -0.4019062488 -0.123119655 -#> 770 0.551930892 -0.5705180911 0.460435327 -#> 771 0.444084756 -0.4367917206 0.432257071 -#> 772 0.627343899 -0.4202702532 -0.263645357 -#> 773 0.710040740 -0.1805662318 0.173032582 -#> 774 0.521619792 -0.3648169202 0.593199137 -#> 775 0.847237469 -0.0089514304 0.631981134 -#> 776 0.638014717 -0.5908965165 0.008892999 -#> 777 0.669772842 -0.4033058970 0.120854799 -#> 778 0.240023443 -0.5048452963 0.248068879 -#> 779 0.538691757 -0.4199017375 0.056176619 -#> 780 0.484977577 -0.8124994559 0.016686815 -#> 781 0.794131245 -0.2192560093 0.418359129 -#> 782 0.644420351 -0.1339095856 0.558365896 -#> 783 0.363538417 -0.4626745348 0.312413801 -#> 784 0.240871205 -0.4246850412 -0.016405172 -#> 785 0.398831694 -0.1569394612 0.579712967 -#> 786 0.633623954 -0.6045737731 -0.304291395 -#> 787 0.691714582 -0.2865414470 0.198229880 -#> 788 0.739781129 0.1501214908 1.607946479 -#> 789 0.569195473 -0.0331657768 1.031632598 -#> 790 0.323756163 -0.7124829510 0.241602408 -#> 791 0.558643053 -0.5879834139 -0.064830414 -#> 792 0.617779376 -0.3002645851 -0.099681614 -#> 793 0.742666527 -0.0903633124 0.645536967 -#> 794 0.757995635 0.0729570624 0.732841042 -#> 795 0.501137625 -0.8048919399 -0.244850041 -#> 796 0.254492959 -0.4073041894 0.254688408 -#> 797 0.636219445 -0.2659242852 0.548682900 -#> 798 0.535430574 -0.5926003047 -0.197710845 -#> 799 0.551930892 -0.5705180911 0.460435327 -#> 800 0.531026580 -0.3839951947 -0.097644821 -#> 801 0.568660775 -0.6371843813 -0.061004803 -#> 802 0.495498817 -0.5775514746 0.034980529 -#> 803 0.674138771 -0.4129891463 -0.056240806 -#> 804 0.527593421 -0.6790980885 0.480196328 -#> 805 0.521619792 -0.3648169202 0.593199137 -#> 806 0.603574864 -0.3598764891 0.218675214 -#> 807 0.448520883 -0.1237671721 0.642483209 -#> 808 0.524854017 -0.3822697482 0.175301919 -#> 809 0.320415157 -0.7866608332 -0.341942958 -#> 810 0.380872202 -0.3876654281 -0.314354825 -#> 811 0.713291618 -0.0509571558 0.330469875 -#> 812 0.543402973 0.1934258210 0.846568172 -#> 813 0.582872349 -0.4446120173 0.094488375 -#> 814 0.847237469 -0.0089514304 0.631981134 -#> 815 0.427373489 -0.8940541523 -0.204252131 -#> 816 0.475072951 -0.4908675121 0.452746570 -#> 817 0.692386374 -0.3186897647 0.428494352 -#> 818 0.572640772 -0.1365033759 0.350442683 -#> 819 0.362790156 -0.6740529184 0.095085660 -#> 820 0.669772842 -0.4033058970 0.120854799 -#> 821 0.444308374 -0.7872674419 -0.730080384 -#> 822 0.762047419 0.0003828142 0.368494637 -#> 823 0.502419667 -0.4178521940 0.665125051 -#> 824 0.699416487 -0.1643944306 0.736971339 -#> 825 0.448520883 -0.1237671721 0.642483209 -#> 826 0.421804702 -0.8729232059 -0.138562388 -#> 827 0.290437507 0.1142015340 0.926601177 -#> 828 0.747388455 -0.2299008892 0.629457501 -#> 829 0.431842606 -0.5971367958 0.218942999 -#> 830 0.669772842 -0.4033058970 0.120854799 -#> 831 0.653992236 -0.3326559955 -0.142232229 -#> 832 0.531596269 0.0145020787 0.594870995 -#> 833 0.531957645 -0.5600875976 0.461378659 -#> 834 0.278692295 -0.4115517919 0.423732126 -#> 835 0.465035930 -0.2104732714 0.444295708 -#> 836 0.490290714 -0.2228036642 0.719159747 -#> 837 0.568660775 -0.6371843813 -0.061004803 -#> 838 0.478957764 -0.5340557166 0.252336062 -#> 839 0.624577780 -0.5133122650 -0.043160935 -#> 840 0.479758911 -0.2738241371 0.446058749 -#> 841 0.529777636 -0.5891031783 -0.157323610 -#> 842 0.524134345 -0.8351105987 -0.487963506 -#> 843 0.467740580 -0.4214672015 0.731209363 -#> 844 0.606119177 -0.1678707857 0.249973915 -#> 845 0.594714782 -0.2956859225 1.037801727 -#> 846 0.555257708 -0.3679693436 -0.036787770 -#> 847 0.786166676 -0.1192555344 0.126910214 -#> 848 0.831603715 0.0457240086 0.640451287 -#> 849 0.399310156 -0.8715022149 -0.107092594 -#> 850 0.339478956 -0.5656020157 -0.067049342 -#> 851 0.654266083 -0.3786190786 0.198252652 -#> 852 0.511667539 -0.5533109002 -0.284383916 -#> 853 0.294513494 -0.8864447839 0.182930893 -#> 854 0.302393079 -0.3517148571 0.184014432 -#> 855 0.432945115 -0.5232993267 0.421315336 -#> 856 0.371400489 -0.3551981406 0.294943799 -#> 857 0.624341955 -0.5033349493 -0.102783347 -#> 858 0.665063346 -0.3742920080 0.748671775 -#> 859 0.444851636 -0.7010967048 -0.348341508 -#> 860 0.863371475 -0.0731706021 0.547928109 -#> 861 0.619482976 -0.5067553036 0.160837426 -#> 862 0.304069926 -0.3937111495 0.254240019 -#> 863 0.566671467 -0.3998167796 0.687601565 -#> 864 0.765719594 -0.1362386450 0.485680756 -#> 865 0.402797755 -0.6533415746 -0.258213589 -#> 866 0.538691757 -0.4199017375 0.056176619 -#> 867 0.243440742 -0.5920352794 -0.044161595 -#> 868 0.707225363 -0.0324680183 0.693385545 -#> 869 0.501137625 -0.8048919399 -0.244850041 -#> 870 0.395072967 -0.3552089974 0.046118662 -#> 871 0.380872202 -0.3876654281 -0.314354825 -#> 872 0.547750129 -0.2448818062 0.459651368 -#> 873 0.419836547 -0.6386619038 -0.012974204 -#> 874 0.651883035 0.0161908479 0.164602958 -#> 875 0.316781542 -0.8299339889 -0.234740506 -#> 876 0.574285930 -0.2159723826 0.070748829 -#> 877 0.425755099 -0.6116472217 0.167825544 -#> 878 0.639537878 -0.3514054189 0.313414823 -#> 879 0.801262739 -0.3486654854 0.446505635 -#> 880 0.771307429 -0.3362236978 0.463422200 -#> 881 0.801262739 -0.3486654854 0.446505635 -#> 882 0.608659885 -0.5198231667 0.156806859 -#> 883 0.181425055 -1.1983784346 -0.042403667 -#> 884 0.523172232 -0.5380418779 -0.195021617 -#> 885 0.545508401 -0.6679838469 -0.371725521 -#> 886 0.532218089 -0.1323387295 0.327747351 -#> 887 0.483073286 -0.7434500815 0.239735382 -#> 888 0.340847924 -0.4738938914 0.253389853 -#> 889 0.367682594 -1.2130299689 -0.504764258 -#> 890 0.488048683 -0.5189840996 0.049837700 -#> 891 0.552325584 -0.5424671720 0.040777836 -#> 892 0.188529864 -1.0119256008 -0.052142597 -#> 893 0.455147201 -0.0544168636 0.854748100 -#> 894 0.558643053 -0.5879834139 -0.064830414 -#> 895 0.674138771 -0.4129891463 -0.056240806 -#> 896 0.842193544 -0.1041899699 0.343848401 -#> 897 0.552522043 -0.7322225660 0.232800211 -#> 898 0.362309599 -0.4206286509 -0.010039292 -#> 899 0.645364722 -0.4605913501 0.139344260 -#> 900 0.700757912 -0.5621080556 -0.130470673 -#> 901 0.145593971 -0.7678828657 0.052437868 -#> 902 0.565764643 -0.4664557518 -0.066263506 -#> 903 0.599783104 -0.6283307185 -0.423473207 -#> 904 0.670227244 0.1002033364 0.372333590 -#> 905 0.805545140 -0.3516560983 0.211187019 -#> 906 0.546945743 -0.1257080800 0.294048711 -#> 907 0.707225363 -0.0324680183 0.693385545 -#> 908 -0.393643337 -0.6286473815 -0.160487799 -#> 909 0.259058369 -0.3941285564 0.764653733 -#> 910 0.568660775 -0.6371843813 -0.061004803 -#> 911 0.579012596 -0.1080902667 0.674712533 -#> 912 0.617672391 -0.4109576812 0.332166684 -#> 913 0.363538417 -0.4626745348 0.312413801 -#> 914 0.188529864 -1.0119256008 -0.052142597 -#> 915 0.541665027 -0.8464010429 -0.359186766 -#> 916 0.531596269 0.0145020787 0.594870995 -#> 917 0.517873584 -0.3095883697 0.827168989 -#> 918 0.552753131 -0.6447694171 -0.451488487 -#> 919 0.752936081 -0.0900894469 0.520149911 -#> 920 0.524854017 -0.3822697482 0.175301919 -#> 921 0.761033855 -0.1753108003 0.570167890 -#> 922 0.630750326 -0.3469106943 0.259351051 -#> 923 0.349486014 -0.0641446103 0.364352727 -#> 924 0.541768367 -0.7768375118 -0.289799615 -#> 925 0.541665027 -0.8464010429 -0.359186766 -#> 926 0.706247464 -0.5719142102 0.105251656 -#> 927 0.526760906 -0.6346257046 0.521511965 -#> 928 0.582872349 -0.4446120173 0.094488375 -#> 929 0.621142705 -0.2236736236 0.414681218 -#> 930 0.779556041 -0.2411662319 0.350230000 -#> 931 0.559607733 -0.3345745135 0.483929287 -#> 932 0.594714782 -0.2956859225 1.037801727 -#> 933 0.351672518 -0.3839034255 0.265871718 -#> 934 0.616773077 -0.5625817189 0.180450838 -#> 935 0.765719594 -0.1362386450 0.485680756 -#> 936 0.607694105 -0.3009320650 0.329534903 -#> 937 0.434362869 -0.5878430085 0.333271952 -#> 938 0.511849097 -0.1208242392 0.210628122 -#> 939 0.709666889 -0.2740009158 0.230536948 -#> 940 0.605534915 -0.5156753429 0.168580697 -#> 941 0.141275211 -0.5502521855 0.428341745 -#> 942 0.524095152 -0.8149889133 -0.707560960 -#> 943 0.638014717 -0.5908965165 0.008892999 -#> 944 0.742666527 -0.0903633124 0.645536967 -#> 945 0.514752925 -0.4790178929 -0.017104470 -#> 946 0.470498661 -0.7860215242 -0.031421425 -#> 947 0.754346468 -0.2127313338 0.303977629 -#> 948 0.730856619 -0.3977310009 -0.008600514 -#> 949 0.478491420 -0.7359408405 -0.170419719 -#> 950 0.739781129 0.1501214908 1.607946479 -#> 951 -0.080898010 0.0795886597 0.487044923 -#> 952 0.658315560 -0.4617453191 0.131113581 -#> 953 0.510336283 -0.4134707116 0.055228169 -#> 954 0.506007720 -0.3159789537 -0.217112766 -#> 955 0.495836604 -0.5224995883 0.380654868 -#> 956 0.552308811 -0.7422262392 -0.208287785 -#> 957 0.607694105 -0.3009320650 0.329534903 -#> 958 0.699979359 -0.3127497323 0.137940040 -#> 959 0.717779999 -0.5583900535 -0.480814015 -#> 960 0.520790919 -0.1699599936 0.484650913 -#> 961 0.529777636 -0.5891031783 -0.157323610 -#> 962 0.468713653 -0.4269561786 -0.198315942 -#> 963 0.847237469 -0.0089514304 0.631981134 -#> 964 0.334942259 -0.6645730260 0.204704300 -#> 965 0.358109799 -0.3721713026 0.594120877 -#> 966 0.444308374 -0.7872674419 -0.730080384 -#> 967 0.597156712 -0.3596004400 1.029754050 -#> 968 0.291462801 -0.6236412194 -0.083747569 -#> 969 0.645364722 -0.4605913501 0.139344260 -#> 970 0.321380529 -0.4477040356 0.033649294 -#> 971 0.330837691 0.3186462868 0.473719676 -#> 972 0.623588532 -0.4790322859 0.291896800 -#> 973 0.630895105 -0.5085899694 -0.577393465 -#> 974 0.475072951 -0.4908675121 0.452746570 -#> 975 0.362309599 -0.4206286509 -0.010039292 -#> 976 0.777206655 0.0776103774 0.480433093 -#> 977 0.526760906 -0.6346257046 0.521511965 -#> 978 0.660938562 -0.4159801766 0.887947027 -#> 979 0.699416487 -0.1643944306 0.736971339 -#> 980 0.344633322 -0.5829736194 -0.020933826 -#> 981 0.266574275 -0.4502605527 0.433896971 -#> 982 0.503127414 -0.6932721257 -0.289710781 -#> 983 0.752936081 -0.0900894469 0.520149911 -#> 984 0.224377925 -0.1734484040 0.322919047 -#> 985 0.245129118 -1.0573065565 -0.159782948 -#> 986 0.358109799 -0.3721713026 0.594120877 -#> 987 0.508815980 -0.7208848043 0.007270023 -#> 988 0.172613434 -0.2961069996 -0.057778935 -#> 989 0.785048750 -0.1629779324 0.147511499 -#> 990 0.582872349 -0.4446120173 0.094488375 -#> 991 0.508949138 -0.1104347427 0.248518305 -#> 992 0.431952372 -0.4851050772 -0.388775429 -#> 993 0.624577780 -0.5133122650 -0.043160935 -#> 994 0.621937742 -0.3342982826 0.551703667 -#> 995 0.585034256 -0.1899031736 0.604609484 -#> 996 0.405827763 -0.7769411518 -0.051808543 -#> 997 0.603574864 -0.3598764891 0.218675214 -#> 998 0.693429380 -0.4928519139 -0.301461491 -#> 999 0.691666359 -0.3580102252 0.101451694 -#> 1000 0.665063346 -0.3742920080 0.748671775 +#> ETA_Cl ETA_Vc ETA_Ka +#> 1 0.4612301580 -0.8266936173 -0.182978516 +#> 2 0.1959846528 -0.6997620654 0.037540719 +#> 3 0.2660681313 -0.9977712466 -0.706348134 +#> 4 0.5675679045 -0.3567872073 0.162467454 +#> 5 0.4710697846 -0.4021786007 -0.342486217 +#> 6 0.3538709453 -0.3188540057 -0.102352066 +#> 7 0.7706232318 -0.4977973123 -0.023642689 +#> 8 0.7079470723 -0.3610009017 0.054809659 +#> 9 0.2914733422 -0.6114695636 0.335015957 +#> 10 0.6387659438 -0.2033085268 0.679854181 +#> 11 0.4612301580 -0.8266936173 -0.182978516 +#> 12 0.4999591026 -0.3962704644 0.089793454 +#> 13 0.6521806063 -0.5018948742 0.251868877 +#> 14 0.3672107140 -0.4440604481 0.121514292 +#> 15 0.0488564185 -0.7636693617 0.427754919 +#> 16 0.2380292240 -1.1313646689 -0.267291115 +#> 17 0.6315012280 -0.2936321734 0.051795860 +#> 18 0.3829950246 -0.6163755048 -0.136090471 +#> 19 0.6315012280 -0.2936321734 0.051795860 +#> 20 0.1387404806 -0.0341937587 0.335084325 +#> 21 0.0224550110 -0.0379199018 0.397123094 +#> 22 0.6034435686 -0.2664556975 -0.063182885 +#> 23 0.3904617691 -0.6666031984 0.362021487 +#> 24 0.3396425059 -0.8992973305 0.079639646 +#> 25 0.4963165193 -0.9024584988 -0.432998206 +#> 26 0.5606104482 -0.5431091365 -0.047739529 +#> 27 0.7315915381 -0.3415518429 0.270006275 +#> 28 0.3251882231 -0.9207862919 -0.257631383 +#> 29 0.4387311824 -0.3761303477 0.086555293 +#> 30 0.4612301580 -0.8266936173 -0.182978516 +#> 31 0.5861602717 -0.3091343286 0.005318896 +#> 32 0.4121024649 -0.5023118697 0.129264960 +#> 33 0.5404524973 -0.2887551269 0.524244602 +#> 34 0.3452685533 -0.8682725442 0.023360403 +#> 35 0.6077947216 0.0976074613 0.605894608 +#> 36 0.2437039479 -0.8735791708 -0.333067194 +#> 37 0.4942300146 -0.5472533066 0.173991435 +#> 38 0.5554633160 -0.4042291502 0.238831270 +#> 39 0.5130901912 -0.6956931443 -0.387849868 +#> 40 0.2951641499 -0.5809686276 0.853894256 +#> 41 0.4487280285 -0.6416461856 -0.548265580 +#> 42 0.4612301580 -0.8266936173 -0.182978516 +#> 43 0.3592394535 -0.5291305225 0.841490579 +#> 44 0.4496193483 -0.8687630562 -0.663601640 +#> 45 0.5640185118 -0.2810665525 0.318625912 +#> 46 0.3819707368 -0.4714347125 0.065445159 +#> 47 0.7447310321 -0.3027233112 0.150157652 +#> 48 0.8379872574 -0.0636708756 0.724445615 +#> 49 0.8379872574 -0.0636708756 0.724445615 +#> 50 0.1781241826 -0.7981848670 -0.221891850 +#> 51 0.5606104482 -0.5431091365 -0.047739529 +#> 52 0.4964923238 -0.1140863890 0.196617941 +#> 53 0.6881770303 -0.3671060831 0.650232891 +#> 54 0.4918395074 -0.7274498988 -0.515014191 +#> 55 0.5521112637 -0.7143361247 -0.246402103 +#> 56 0.7133112968 -0.3624525615 0.156763361 +#> 57 0.4397322136 -0.1694135529 0.810600503 +#> 58 0.6684053489 -0.2343678166 0.445877920 +#> 59 0.3021588644 -0.5850086317 -0.084909256 +#> 60 0.5977612699 -0.1934951342 0.871409391 +#> 61 0.5158058677 -0.2089929930 0.353776671 +#> 62 0.2229564502 -0.6318692436 -0.236788182 +#> 63 0.5115836024 -0.4606996165 0.138310253 +#> 64 0.5453186151 -0.3793113858 -0.201669514 +#> 65 0.5587754769 -0.4648886906 -0.167808408 +#> 66 0.3464268584 -0.2018025609 0.192930448 +#> 67 0.6684053489 -0.2343678166 0.445877920 +#> 68 0.2741892159 -0.6330273384 -0.144712243 +#> 69 0.7541737546 0.0187041829 0.887661749 +#> 70 0.4512243571 -0.5642080520 0.282374240 +#> 71 0.7952227215 0.0514016010 0.443435577 +#> 72 0.5620086118 -0.5161998124 -0.268943157 +#> 73 0.3632348346 -0.6057520394 -0.297950635 +#> 74 0.4511050887 -0.3470161697 -0.127273192 +#> 75 0.3323222125 -0.6751968339 -0.203651281 +#> 76 0.5128731412 -0.5714692443 0.593586894 +#> 77 0.4907960469 -0.3395639097 0.547603664 +#> 78 0.7651701689 -0.1287963737 0.699075614 +#> 79 0.5970873749 -0.3835577815 0.307353771 +#> 80 0.5222381232 -0.5496771215 -0.174818644 +#> 81 0.2721856898 -0.4400797994 0.314442520 +#> 82 0.5655694810 -0.1025663062 0.474757193 +#> 83 0.2303086825 -0.9505179789 -0.455017524 +#> 84 0.5675679045 -0.3567872073 0.162467454 +#> 85 0.7315915381 -0.3415518429 0.270006275 +#> 86 0.7356217386 0.0088383892 0.461115656 +#> 87 0.6177955869 0.1310475622 0.907012410 +#> 88 0.5496123451 -0.3832373540 -0.036795978 +#> 89 0.5288688780 -0.6965293158 -0.553470408 +#> 90 0.3634196553 -0.7090044770 -0.076622925 +#> 91 0.4726622084 -0.3960308383 0.860530506 +#> 92 0.3247114635 -0.7293943299 0.564508342 +#> 93 0.2299388870 -0.6025852330 -0.145624430 +#> 94 0.5500423383 -0.6936777151 -0.480943339 +#> 95 0.5203758470 -0.6901594509 -0.403859292 +#> 96 0.5107362214 -0.7175435587 -0.327359272 +#> 97 0.6574742157 -0.2130316864 0.883428515 +#> 98 0.7399748982 -0.4677290038 -0.171550495 +#> 99 0.3396425059 -0.8992973305 0.079639646 +#> 100 0.5313440212 -0.3719077756 0.382800342 +#> 101 0.5603085629 -0.3604006928 0.078987476 +#> 102 0.7452143671 -0.0657351560 0.536759692 +#> 103 0.3995414054 -0.4300629199 -0.261875291 +#> 104 0.5202420068 -0.5526890882 -0.060786945 +#> 105 0.3522133107 0.2296984190 0.893968900 +#> 106 0.6812904347 -0.3787693450 0.291462506 +#> 107 0.5620086118 -0.5161998124 -0.268943157 +#> 108 0.6812904347 -0.3787693450 0.291462506 +#> 109 0.5909206006 -0.4237803856 0.441608608 +#> 110 0.8833045341 -0.1821553627 0.371552772 +#> 111 0.4265475284 -0.1110251873 -0.029666707 +#> 112 0.6813008547 -0.4139869542 0.279512205 +#> 113 0.2068455211 -0.6690426375 -0.117525455 +#> 114 0.2778644926 -1.0023382906 -0.183814326 +#> 115 0.7133112968 -0.3624525615 0.156763361 +#> 116 0.4895781649 -0.9959492524 -0.526412091 +#> 117 0.4512243571 -0.5642080520 0.282374240 +#> 118 0.3021588644 -0.5850086317 -0.084909256 +#> 119 0.5360182941 -0.0929116561 0.772572629 +#> 120 0.7315915381 -0.3415518429 0.270006275 +#> 121 0.8118390992 -0.1778821450 0.481104821 +#> 122 0.4874021470 -0.6631147391 0.141783620 +#> 123 0.5620086118 -0.5161998124 -0.268943157 +#> 124 0.5309061499 -0.2505007187 0.341126802 +#> 125 0.7721265604 -0.4075470274 0.054000678 +#> 126 0.1164874297 -1.1611624476 0.398454494 +#> 127 0.0874580596 -0.8262299949 -0.167859728 +#> 128 0.3251882231 -0.9207862919 -0.257631383 +#> 129 0.6095869478 -0.2006885115 0.295312809 +#> 130 0.3223965898 -1.0439073172 -0.085900882 +#> 131 0.7925304284 -0.4840640091 -0.509036854 +#> 132 0.5587754769 -0.4648886906 -0.167808408 +#> 133 0.7892499713 -0.1126804606 0.708594072 +#> 134 0.5365409940 -0.5350451143 0.277928300 +#> 135 0.8688149331 0.2245192842 0.544588562 +#> 136 0.6902224608 -0.1659294804 0.678752772 +#> 137 0.3337570768 -0.9784971099 -0.312577459 +#> 138 0.6148690903 -0.5823673824 0.040912244 +#> 139 0.1760854823 -0.8067109541 0.084575271 +#> 140 0.7444548814 0.1621567902 1.236579224 +#> 141 0.2859039670 -0.6264780875 -0.218667495 +#> 142 0.5059671584 -0.8780493780 -0.497646111 +#> 143 0.4028401444 0.0761703921 0.948124431 +#> 144 0.8379872574 -0.0636708756 0.724445615 +#> 145 0.5186643291 -0.8245968671 -0.393220231 +#> 146 0.4069755579 -0.7050958352 0.160030040 +#> 147 0.4124736720 -0.7795627631 -0.362014511 +#> 148 0.3256735825 -0.5714883764 0.002526752 +#> 149 0.6455381556 -0.6264384398 0.138794122 +#> 150 0.6512473853 -0.4976792479 -0.229140339 +#> 151 0.7466039792 0.0837357091 0.408284486 +#> 152 0.7578727507 -0.0940537694 0.393884972 +#> 153 0.6096544795 -0.5283424110 -0.253708134 +#> 154 0.5130901912 -0.6956931443 -0.387849868 +#> 155 0.7133112968 -0.3624525615 0.156763361 +#> 156 0.5772597592 -0.5310496685 -0.011217417 +#> 157 0.6059892497 -0.4136253684 0.261799739 +#> 158 0.3828680835 -0.8881955781 0.157635487 +#> 159 0.5606104482 -0.5431091365 -0.047739529 +#> 160 0.7809258920 -0.0433188826 0.904293046 +#> 161 0.6106988042 -0.3769071167 0.308107305 +#> 162 0.0434113842 -0.8085925840 0.291430860 +#> 163 0.7213475598 -0.0168634669 0.259713854 +#> 164 0.5785663253 -0.6357008414 -0.187580094 +#> 165 0.4402964466 -0.7332791382 0.130280377 +#> 166 0.3904617691 -0.6666031984 0.362021487 +#> 167 0.5309061499 -0.2505007187 0.341126802 +#> 168 0.5202420068 -0.5526890882 -0.060786945 +#> 169 0.4164300405 -0.6122437278 0.103330667 +#> 170 0.4007428174 -0.4393026909 -0.209757029 +#> 171 0.7809258920 -0.0433188826 0.904293046 +#> 172 0.6025975164 -0.4332131966 -0.184087305 +#> 173 0.7269321116 -0.1839742007 0.165963248 +#> 174 0.5087101205 -0.5323985366 0.626365704 +#> 175 0.6809904355 -0.4785510663 0.014105108 +#> 176 0.8951350330 -0.2279528723 0.136845365 +#> 177 0.2023379532 -1.0899083594 -0.472802394 +#> 178 0.7532238093 -0.2968851873 0.731283481 +#> 179 0.6148690903 -0.5823673824 0.040912244 +#> 180 0.4639915456 -0.3629787490 0.183917234 +#> 181 0.7603256213 -0.0404097236 0.639798945 +#> 182 0.5087101205 -0.5323985366 0.626365704 +#> 183 0.1981413887 -0.9443231226 -0.172959105 +#> 184 0.7079470723 -0.3610009017 0.054809659 +#> 185 0.6816311544 -0.4163212925 -0.039952101 +#> 186 0.5469899170 -0.5060702167 0.009217203 +#> 187 0.0842805200 -0.5106383003 0.078387945 +#> 188 0.6512473853 -0.4976792479 -0.229140339 +#> 189 0.7498927555 0.0204683159 0.860562828 +#> 190 0.4779236979 -0.6180979657 0.079214321 +#> 191 0.3819707368 -0.4714347125 0.065445159 +#> 192 0.6156863956 -0.3796418179 0.159697216 +#> 193 0.5675679045 -0.3567872073 0.162467454 +#> 194 0.5934359465 -0.5461291342 0.026508610 +#> 195 0.5115836024 -0.4606996165 0.138310253 +#> 196 0.5882837385 -0.6418476051 -0.018261584 +#> 197 0.4386385297 -0.4885824165 -0.334170408 +#> 198 0.4999591026 -0.3962704644 0.089793454 +#> 199 0.4444328321 -0.6957581523 -0.123427136 +#> 200 0.5446996968 -0.3425771304 -0.051992062 +#> 201 0.4719819958 -0.6187990705 -0.428769462 +#> 202 0.6130700631 -1.2382233084 -1.168777248 +#> 203 0.4515881776 -0.6474046162 -0.098629093 +#> 204 0.7354159932 -0.1775566189 0.506677755 +#> 205 0.6381345370 -0.0483201903 0.617653108 +#> 206 0.3271295871 -0.5868085592 0.273707106 +#> 207 0.6904297723 -0.3070054620 0.180239495 +#> 208 0.5797912015 -0.3931698753 0.404208285 +#> 209 0.4964923238 -0.1140863890 0.196617941 +#> 210 0.5899349781 -0.3600133725 0.498371966 +#> 211 0.6870921626 -0.3140007764 0.517553168 +#> 212 -0.0156916677 -0.7071026798 0.217635545 +#> 213 0.6902224608 -0.1659294804 0.678752772 +#> 214 0.4100912237 -0.1128031588 0.406341873 +#> 215 0.7122902082 -0.3065758680 0.213855214 +#> 216 0.3394912834 -0.7387385184 0.050673834 +#> 217 0.6537424531 -0.3155047364 0.070232978 +#> 218 0.6531250380 -0.2789371029 0.140430161 +#> 219 0.7883989122 -0.0084062074 0.229403835 +#> 220 0.3206137874 -0.8751105230 -0.681833334 +#> 221 0.5249367851 -0.3992391628 0.182632745 +#> 222 0.6936561990 -0.2798397199 0.283327349 +#> 223 0.4357295817 -0.3263478693 0.529916515 +#> 224 0.7358519587 -0.5046057936 -0.324576437 +#> 225 0.5837333514 -0.3474906378 0.397398414 +#> 226 0.4956072301 -0.3538656407 0.123767159 +#> 227 0.6809904355 -0.4785510663 0.014105108 +#> 228 0.6441846061 -0.4211754596 0.295867945 +#> 229 0.5500423383 -0.6936777151 -0.480943339 +#> 230 0.5069126625 -0.3631824793 0.447047972 +#> 231 0.6006863698 -0.3167464495 0.128717422 +#> 232 0.8379872574 -0.0636708756 0.724445615 +#> 233 0.6387659438 -0.2033085268 0.679854181 +#> 234 0.6969570093 -0.4149651672 0.165800524 +#> 235 0.5350188143 -0.5943631190 0.142519340 +#> 236 0.6571376499 -0.6216386730 0.080795598 +#> 237 0.5045753649 -0.5232586258 -0.027909337 +#> 238 0.1591385259 -0.5430370969 -0.081496085 +#> 239 0.5979016092 -0.1165199855 0.380247601 +#> 240 0.7399748982 -0.4677290038 -0.171550495 +#> 241 0.8331948033 -0.2560867114 0.202384057 +#> 242 0.5469899170 -0.5060702167 0.009217203 +#> 243 0.6904297723 -0.3070054620 0.180239495 +#> 244 0.6521806063 -0.5018948742 0.251868877 +#> 245 0.3729634294 -0.2452538411 0.505813250 +#> 246 0.7552566728 -0.3201711083 0.101159247 +#> 247 0.7354159932 -0.1775566189 0.506677755 +#> 248 0.4710697846 -0.4021786007 -0.342486217 +#> 249 0.7133112968 -0.3624525615 0.156763361 +#> 250 0.7603256213 -0.0404097236 0.639798945 +#> 251 0.7651701689 -0.1287963737 0.699075614 +#> 252 0.7714275127 -0.1012506151 0.694102324 +#> 253 0.6902224608 -0.1659294804 0.678752772 +#> 254 0.6969570093 -0.4149651672 0.165800524 +#> 255 0.5632663960 -0.3669338532 0.051737548 +#> 256 0.7344514722 -0.2672070366 0.185346709 +#> 257 0.6574742157 -0.2130316864 0.883428515 +#> 258 0.7101601638 -0.2982947346 0.710823914 +#> 259 0.7498927555 0.0204683159 0.860562828 +#> 260 0.1781241826 -0.7981848670 -0.221891850 +#> 261 0.7953399242 -0.2301559491 0.271117077 +#> 262 0.7464102362 -0.2447132481 0.620854295 +#> 263 0.4462779142 -0.7519690667 -0.399616516 +#> 264 0.4496193483 -0.8687630562 -0.663601640 +#> 265 0.4402964466 -0.7332791382 0.130280377 +#> 266 0.3404121028 -0.8744866236 0.475497208 +#> 267 0.4895781649 -0.9959492524 -0.526412091 +#> 268 0.5107362214 -0.7175435587 -0.327359272 +#> 269 0.7067691217 -0.3506600000 0.016518141 +#> 270 0.7122902082 -0.3065758680 0.213855214 +#> 271 0.5249367851 -0.3992391628 0.182632745 +#> 272 0.6904297723 -0.3070054620 0.180239495 +#> 273 0.6816311544 -0.4163212925 -0.039952101 +#> 274 0.7079470723 -0.3610009017 0.054809659 +#> 275 0.5789198176 -0.8915624778 -0.481303034 +#> 276 0.7541737546 0.0187041829 0.887661749 +#> 277 0.5912669379 -0.2663851610 0.351040918 +#> 278 0.4511050887 -0.3470161697 -0.127273192 +#> 279 0.7651701689 -0.1287963737 0.699075614 +#> 280 0.7640845424 -0.0196575448 0.765355435 +#> 281 0.3251882231 -0.9207862919 -0.257631383 +#> 282 0.9353773898 0.1790014719 1.189338709 +#> 283 0.8031734114 -0.2146573356 0.451566173 +#> 284 0.5970873749 -0.3835577815 0.307353771 +#> 285 0.6813008547 -0.4139869542 0.279512205 +#> 286 0.4561990674 -0.7295905991 -0.507929972 +#> 287 0.5107362214 -0.7175435587 -0.327359272 +#> 288 0.3566727139 -0.4385658328 0.809186108 +#> 289 0.3634196553 -0.7090044770 -0.076622925 +#> 290 0.5640185118 -0.2810665525 0.318625912 +#> 291 0.5236066433 -0.2572231726 0.437416497 +#> 292 0.5107362214 -0.7175435587 -0.327359272 +#> 293 0.1818869437 -0.2971066031 0.335497643 +#> 294 0.4650348458 -0.0038578971 0.882457555 +#> 295 0.5404524973 -0.2887551269 0.524244602 +#> 296 0.3396425059 -0.8992973305 0.079639646 +#> 297 0.2618769214 -0.3178535112 0.076350311 +#> 298 0.6571376499 -0.6216386730 0.080795598 +#> 299 0.5500423383 -0.6936777151 -0.480943339 +#> 300 0.3396425059 -0.8992973305 0.079639646 +#> 301 0.6027901720 -0.3292005033 0.186603639 +#> 302 0.6521806063 -0.5018948742 0.251868877 +#> 303 0.5592406500 -0.0805991571 0.664493861 +#> 304 0.5297780829 -0.5770214037 0.113435471 +#> 305 0.1893224792 -0.4228326778 0.218416962 +#> 306 0.5934359465 -0.5461291342 0.026508610 +#> 307 0.3697055672 -0.5358847221 0.205839986 +#> 308 0.7809258920 -0.0433188826 0.904293046 +#> 309 0.7452143671 -0.0657351560 0.536759692 +#> 310 0.5107362214 -0.7175435587 -0.327359272 +#> 311 0.9627026980 -0.0385952983 0.213056168 +#> 312 0.5186643291 -0.8245968671 -0.393220231 +#> 313 0.7162727243 -0.1407145792 0.850823255 +#> 314 0.7552566728 -0.3201711083 0.101159247 +#> 315 0.6936561990 -0.2798397199 0.283327349 +#> 316 0.7354159932 -0.1775566189 0.506677755 +#> 317 0.5035990584 -0.0683560230 0.361424159 +#> 318 0.4705070049 0.1489169763 1.034536383 +#> 319 0.6263587446 -0.3657774294 0.080475824 +#> 320 0.5297780829 -0.5770214037 0.113435471 +#> 321 0.8087062987 -0.1592159351 0.466862002 +#> 322 0.6537424531 -0.3155047364 0.070232978 +#> 323 0.0309385803 -0.4859638395 0.705136363 +#> 324 0.4143932226 -0.4382222556 0.445199480 +#> 325 0.3457964517 -0.3379411392 0.107200061 +#> 326 0.6263587446 -0.3657774294 0.080475824 +#> 327 0.5353761088 -0.2337743825 0.234667222 +#> 328 0.8379872574 -0.0636708756 0.724445615 +#> 329 0.4615316613 -0.6799128655 0.375589167 +#> 330 0.4615316613 -0.6799128655 0.375589167 +#> 331 0.6992337809 -0.2501793232 0.199116827 +#> 332 0.4964923238 -0.1140863890 0.196617941 +#> 333 0.3176110581 -1.0315205299 -0.191458435 +#> 334 0.7249660669 -0.1612808448 0.539110209 +#> 335 0.2896072177 -0.2103433438 0.894540113 +#> 336 0.3439950060 0.1000959001 0.942385223 +#> 337 0.7714275127 -0.1012506151 0.694102324 +#> 338 0.6972243187 -0.4000661609 0.605164505 +#> 339 0.6194469229 -0.2725130659 0.677653604 +#> 340 0.4387311824 -0.3761303477 0.086555293 +#> 341 0.2660681313 -0.9977712466 -0.706348134 +#> 342 0.8146037515 -0.1955339326 0.271193553 +#> 343 0.2771172013 -0.3838324366 0.182452637 +#> 344 0.3452685533 -0.8682725442 0.023360403 +#> 345 0.5912669379 -0.2663851610 0.351040918 +#> 346 0.5107362214 -0.7175435587 -0.327359272 +#> 347 0.4196368511 -0.0097229098 0.483629993 +#> 348 0.1859911033 -0.9520693591 0.258049648 +#> 349 0.3695209071 -0.5510462635 0.223500807 +#> 350 0.8300798772 -0.1215353460 0.203461418 +#> 351 0.6095869478 -0.2006885115 0.295312809 +#> 352 0.7466775890 -0.4205864688 -0.022566218 +#> 353 0.3697055672 -0.5358847221 0.205839986 +#> 354 0.5288688780 -0.6965293158 -0.553470408 +#> 355 0.1831739091 -0.1075737086 0.065669371 +#> 356 0.6315012280 -0.2936321734 0.051795860 +#> 357 0.5235764651 -0.6396839013 0.304820316 +#> 358 0.6263587446 -0.3657774294 0.080475824 +#> 359 -0.0512127149 -0.5799031728 0.170317888 +#> 360 0.4362444399 -0.3079784579 0.245580894 +#> 361 0.5954833863 -0.2254367165 0.433767790 +#> 362 0.4462779142 -0.7519690667 -0.399616516 +#> 363 -0.0439440691 -0.8587059281 -0.915334043 +#> 364 0.6408376957 -0.1725437950 0.338146955 +#> 365 0.4332246513 -0.4306624595 0.374400778 +#> 366 0.3837249878 0.1137817306 0.879541686 +#> 367 0.5087101205 -0.5323985366 0.626365704 +#> 368 0.5747463535 -0.6353071888 0.036348421 +#> 369 0.6684053489 -0.2343678166 0.445877920 +#> 370 0.3377740520 -0.6686890628 0.366247753 +#> 371 0.1914522334 -0.2188826100 0.362577201 +#> 372 0.7354159932 -0.1775566189 0.506677755 +#> 373 0.5521112637 -0.7143361247 -0.246402103 +#> 374 0.6147551515 -0.3490009854 -0.084546258 +#> 375 0.5640185118 -0.2810665525 0.318625912 +#> 376 0.6813008547 -0.4139869542 0.279512205 +#> 377 0.7452143671 -0.0657351560 0.536759692 +#> 378 0.5681181380 -0.3034795269 0.491499331 +#> 379 0.5012216910 -0.4947943042 0.454068302 +#> 380 0.4479388666 -0.1334450894 0.599683135 +#> 381 0.5222209921 -0.4034562199 0.129986736 +#> 382 0.6845084633 -0.6084237701 0.167255203 +#> 383 0.7354159932 -0.1775566189 0.506677755 +#> 384 0.6628263477 -0.6651010220 -0.448327329 +#> 385 0.6263587446 -0.3657774294 0.080475824 +#> 386 0.4907960469 -0.3395639097 0.547603664 +#> 387 0.7079470723 -0.3610009017 0.054809659 +#> 388 0.5592406500 -0.0805991571 0.664493861 +#> 389 0.7162727243 -0.1407145792 0.850823255 +#> 390 0.4697631319 -0.6919061711 0.071326039 +#> 391 0.7809258920 -0.0433188826 0.904293046 +#> 392 0.4100681792 -0.0146129041 0.386789853 +#> 393 0.8118390992 -0.1778821450 0.481104821 +#> 394 0.4824644622 -0.5649165867 0.161872823 +#> 395 0.0915120340 -0.7003187135 -0.245966271 +#> 396 0.5592406500 -0.0805991571 0.664493861 +#> 397 0.7162727243 -0.1407145792 0.850823255 +#> 398 0.6156863956 -0.3796418179 0.159697216 +#> 399 0.7160144698 -0.0002193819 0.652932282 +#> 400 0.7315915381 -0.3415518429 0.270006275 +#> 401 0.3988217695 -0.5916182757 0.588367449 +#> 402 0.4120684435 -0.3455315372 0.334233051 +#> 403 0.6628263477 -0.6651010220 -0.448327329 +#> 404 0.5970873749 -0.3835577815 0.307353771 +#> 405 0.2927322156 -1.0785830960 0.148417576 +#> 406 0.6157011823 -0.0167303839 0.823542460 +#> 407 0.2660681313 -0.9977712466 -0.706348134 +#> 408 0.5764118435 -0.3464549306 0.107379417 +#> 409 0.4051361723 -0.6170006546 0.384274895 +#> 410 0.3216747349 -0.6830281042 -0.073375146 +#> 411 0.4987976331 -0.4315880502 0.203086202 +#> 412 0.4406798291 -0.5333898451 0.565429433 +#> 413 0.7122902082 -0.3065758680 0.213855214 +#> 414 0.5671248779 -0.2626458001 0.242357762 +#> 415 0.5979016092 -0.1165199855 0.380247601 +#> 416 0.6492596172 -0.5364112572 0.185821030 +#> 417 0.3040685242 -0.1260022860 0.226598723 +#> 418 0.4949734671 0.0830026320 0.820200445 +#> 419 0.3452685533 -0.8682725442 0.023360403 +#> 420 0.3996154529 -0.3309332893 0.644716196 +#> 421 0.4999591026 -0.3962704644 0.089793454 +#> 422 0.4462779142 -0.7519690667 -0.399616516 +#> 423 0.6406049902 0.0045335514 0.237723406 +#> 424 0.5805417107 -0.9246624356 -0.670316163 +#> 425 0.2936037570 -0.9163084540 -0.208244268 +#> 426 0.4818021234 -0.0955815574 0.181566156 +#> 427 0.5690798842 -0.4347965157 0.056073062 +#> 428 0.0985852093 -0.7012332048 0.100532580 +#> 429 0.5202420068 -0.5526890882 -0.060786945 +#> 430 0.5199813217 -0.4680689782 0.064906241 +#> 431 0.2514512219 -0.8846239467 -0.434700071 +#> 432 0.5592406500 -0.0805991571 0.664493861 +#> 433 0.5772597592 -0.5310496685 -0.011217417 +#> 434 0.3449384762 -0.5727926514 0.081392601 +#> 435 0.5785663253 -0.6357008414 -0.187580094 +#> 436 0.6315012280 -0.2936321734 0.051795860 +#> 437 0.5681181380 -0.3034795269 0.491499331 +#> 438 0.0854016465 -0.2799718847 0.230310003 +#> 439 0.5469899170 -0.5060702167 0.009217203 +#> 440 0.6293260227 -0.1399545869 0.886314073 +#> 441 0.4362444399 -0.3079784579 0.245580894 +#> 442 0.5203758470 -0.6901594509 -0.403859292 +#> 443 0.8118390992 -0.1778821450 0.481104821 +#> 444 0.4874021470 -0.6631147391 0.141783620 +#> 445 0.4146149585 -0.0748562994 0.172415700 +#> 446 0.3153026376 -0.5351209295 -0.014368749 +#> 447 0.5934359465 -0.5461291342 0.026508610 +#> 448 0.4462779142 -0.7519690667 -0.399616516 +#> 449 0.5857631912 -0.2892764392 -0.127780213 +#> 450 0.3322397629 -0.1620377243 0.218565318 +#> 451 0.3607612015 -0.4861047386 0.423388263 +#> 452 0.7603256213 -0.0404097236 0.639798945 +#> 453 0.4601694584 -0.5545053775 0.516267875 +#> 454 0.4047067712 -0.6552464904 0.362430297 +#> 455 0.4639915456 -0.3629787490 0.183917234 +#> 456 0.3280959907 -0.0732735069 0.542715469 +#> 457 0.6106988042 -0.3769071167 0.308107305 +#> 458 0.5861602717 -0.3091343286 0.005318896 +#> 459 0.6018598447 0.0304716883 0.498860075 +#> 460 0.5202420068 -0.5526890882 -0.060786945 +#> 461 0.4958002112 -0.1670755466 0.776951862 +#> 462 0.7882707976 -0.2191166260 0.279975728 +#> 463 0.7651701689 -0.1287963737 0.699075614 +#> 464 0.6349057240 -0.2322621527 0.329547378 +#> 465 0.6157011823 -0.0167303839 0.823542460 +#> 466 0.5069126625 -0.3631824793 0.447047972 +#> 467 0.6840509016 -0.0638423306 0.300432905 +#> 468 0.6674725372 0.0207615033 0.484470910 +#> 469 0.6072460262 -0.4173707971 -0.184055500 +#> 470 0.5469899170 -0.5060702167 0.009217203 +#> 471 0.6870921626 -0.3140007764 0.517553168 +#> 472 -0.0822687073 -1.0486058339 -0.496448576 +#> 473 0.8126134485 0.0110740060 0.484777355 +#> 474 0.5886188278 -0.1964063865 0.264063234 +#> 475 0.5360182941 -0.0929116561 0.772572629 +#> 476 0.7439411737 0.1648447498 0.607090459 +#> 477 0.8983032632 -0.1442563474 0.951627726 +#> 478 0.6881770303 -0.3671060831 0.650232891 +#> 479 0.2995705593 -0.8523282720 -0.453428284 +#> 480 0.6147551515 -0.3490009854 -0.084546258 +#> 481 0.6992337809 -0.2501793232 0.199116827 +#> 482 0.3021588644 -0.5850086317 -0.084909256 +#> 483 0.7248564365 -0.1005688158 0.419340684 +#> 484 0.3877898521 -0.0191145216 0.224360295 +#> 485 0.5937826288 -0.3393059054 0.202998239 +#> 486 0.7170923825 0.0782960132 0.780229137 +#> 487 0.3604987142 -0.6976655694 -0.205219696 +#> 488 0.3101129136 -0.4987481180 -0.059717016 +#> 489 0.6870921626 -0.3140007764 0.517553168 +#> 490 1.0168533923 -0.0303555222 0.389002553 +#> 491 0.5087101205 -0.5323985366 0.626365704 +#> 492 0.5764118435 -0.3464549306 0.107379417 +#> 493 0.5235764651 -0.6396839013 0.304820316 +#> 494 0.5262889967 0.1005549358 0.960387273 +#> 495 0.4620752557 -0.4078202438 -0.211205760 +#> 496 0.6233945954 -0.1485918555 0.226475554 +#> 497 0.8367897676 -0.3074373156 0.293785001 +#> 498 0.6904297723 -0.3070054620 0.180239495 +#> 499 0.7444548814 0.1621567902 1.236579224 +#> 500 0.6902224608 -0.1659294804 0.678752772 +#> 501 0.6816311544 -0.4163212925 -0.039952101 +#> 502 0.6882786585 -0.2497086178 0.284512333 +#> 503 0.7447310321 -0.3027233112 0.150157652 +#> 504 0.1873085903 -1.2547478174 -0.482453344 +#> 505 0.5970873749 -0.3835577815 0.307353771 +#> 506 0.4963165193 -0.9024584988 -0.432998206 +#> 507 0.5554633160 -0.4042291502 0.238831270 +#> 508 0.5521112637 -0.7143361247 -0.246402103 +#> 509 0.3780188812 -0.9126853039 -0.190017978 +#> 510 0.1880718800 -0.6343524525 -0.672254048 +#> 511 0.3427707006 -0.5911276297 -0.467189713 +#> 512 0.6389428881 -0.7702318541 -0.300626560 +#> 513 0.7136091806 -0.1054403540 0.823092270 +#> 514 0.5087101205 -0.5323985366 0.626365704 +#> 515 0.7268068618 0.0086081782 0.556680793 +#> 516 0.6148690903 -0.5823673824 0.040912244 +#> 517 0.7344514722 -0.2672070366 0.185346709 +#> 518 0.3475331231 -0.1500855507 0.197818868 +#> 519 0.6521806063 -0.5018948742 0.251868877 +#> 520 0.7444548814 0.1621567902 1.236579224 +#> 521 0.5115836024 -0.4606996165 0.138310253 +#> 522 0.0153708811 -0.7687482697 -0.277957336 +#> 523 0.6870921626 -0.3140007764 0.517553168 +#> 524 0.2816422262 -1.0876130073 -0.168940956 +#> 525 0.6077947216 0.0976074613 0.605894608 +#> 526 0.5772597592 -0.5310496685 -0.011217417 +#> 527 0.8379872574 -0.0636708756 0.724445615 +#> 528 1.0020345204 0.0889399789 0.447306826 +#> 529 -0.0840591669 -1.4121363806 -0.511596426 +#> 530 0.7552566728 -0.3201711083 0.101159247 +#> 531 0.7248564365 -0.1005688158 0.419340684 +#> 532 0.5222381232 -0.5496771215 -0.174818644 +#> 533 0.7268068618 0.0086081782 0.556680793 +#> 534 0.5130901912 -0.6956931443 -0.387849868 +#> 535 0.7706232318 -0.4977973123 -0.023642689 +#> 536 0.3594595398 -0.1938955606 0.429903858 +#> 537 0.6674725372 0.0207615033 0.484470910 +#> 538 0.6840509016 -0.0638423306 0.300432905 +#> 539 0.7354159932 -0.1775566189 0.506677755 +#> 540 0.5404524973 -0.2887551269 0.524244602 +#> 541 0.6936561990 -0.2798397199 0.283327349 +#> 542 0.6148690903 -0.5823673824 0.040912244 +#> 543 0.3151344334 -0.1620692419 0.127884566 +#> 544 0.6848273176 -0.5420220699 0.021127247 +#> 545 0.5313440212 -0.3719077756 0.382800342 +#> 546 0.5693780876 -0.2625710545 0.607532221 +#> 547 0.5496123451 -0.3832373540 -0.036795978 +#> 548 0.6081198501 -0.2321900604 0.376531100 +#> 549 0.4448860329 -0.3984550485 0.326957201 +#> 550 0.1602790129 -0.8799665197 0.434673774 +#> 551 0.2783228004 -0.4418791369 0.296150954 +#> 552 0.3628294627 -0.3581881105 0.210904471 +#> 553 0.6904297723 -0.3070054620 0.180239495 +#> 554 0.7079470723 -0.3610009017 0.054809659 +#> 555 0.5640185118 -0.2810665525 0.318625912 +#> 556 0.3094658138 -0.6587683058 -0.347552654 +#> 557 0.4017316985 -1.0086441567 0.162888280 +#> 558 0.4902640150 -0.5854591091 0.144061312 +#> 559 0.4357295817 -0.3263478693 0.529916515 +#> 560 0.0571883458 -1.2380192311 -0.084854507 +#> 561 0.6904297723 -0.3070054620 0.180239495 +#> 562 0.5202420068 -0.5526890882 -0.060786945 +#> 563 0.4061717626 -0.7842720570 -0.052289989 +#> 564 0.5313440212 -0.3719077756 0.382800342 +#> 565 0.6813008547 -0.4139869542 0.279512205 +#> 566 0.6840509016 -0.0638423306 0.300432905 +#> 567 0.9029061682 0.0168448304 0.798491292 +#> 568 0.3466625889 -0.5733052570 0.554261399 +#> 569 0.4444328321 -0.6957581523 -0.123427136 +#> 570 0.6969570093 -0.4149651672 0.165800524 +#> 571 0.7236154540 -0.2884366653 0.234493061 +#> 572 0.3153026376 -0.5351209295 -0.014368749 +#> 573 0.4402964466 -0.7332791382 0.130280377 +#> 574 0.4069755579 -0.7050958352 0.160030040 +#> 575 0.1487189717 -0.5388593775 -0.065143423 +#> 576 0.3184983213 -0.0489772161 0.749017327 +#> 577 0.6095869478 -0.2006885115 0.295312809 +#> 578 0.5646095711 -0.0767005651 0.241448131 +#> 579 0.4124736720 -0.7795627631 -0.362014511 +#> 580 0.6758354680 -0.2602156059 0.224660327 +#> 581 0.6251077990 -0.5332590193 -0.343268075 +#> 582 0.3604987142 -0.6976655694 -0.205219696 +#> 583 0.2995705593 -0.8523282720 -0.453428284 +#> 584 0.5537835829 -0.0731773436 0.877521021 +#> 585 0.5637367809 -0.2997372772 0.065095734 +#> 586 0.4902640150 -0.5854591091 0.144061312 +#> 587 0.5189921391 -0.2456186304 0.738643313 +#> 588 0.4874021470 -0.6631147391 0.141783620 +#> 589 0.3021588644 -0.5850086317 -0.084909256 +#> 590 0.5059671584 -0.8780493780 -0.497646111 +#> 591 0.5469899170 -0.5060702167 0.009217203 +#> 592 0.9317357401 0.0195283087 0.387894374 +#> 593 0.3538709453 -0.3188540057 -0.102352066 +#> 594 0.5350188143 -0.5943631190 0.142519340 +#> 595 0.5882837385 -0.6418476051 -0.018261584 +#> 596 0.5554633160 -0.4042291502 0.238831270 +#> 597 0.4705070049 0.1489169763 1.034536383 +#> 598 0.7634529655 -0.3518688515 -0.129448955 +#> 599 0.4611730751 -0.3409025597 0.373847465 +#> 600 0.9029061682 0.0168448304 0.798491292 +#> 601 0.8356221035 -0.0720588466 0.441885213 +#> 602 0.5681181380 -0.3034795269 0.491499331 +#> 603 0.5059671584 -0.8780493780 -0.497646111 +#> 604 0.3423541658 -0.1700210764 0.506392080 +#> 605 0.3492612996 -0.4972837584 0.151095342 +#> 606 0.8146037515 -0.1955339326 0.271193553 +#> 607 0.4875436133 -0.4502708055 0.261418118 +#> 608 0.2015922234 -0.2180674229 0.298363819 +#> 609 0.7578727507 -0.0940537694 0.393884972 +#> 610 0.5882837385 -0.6418476051 -0.018261584 +#> 611 0.6969570093 -0.4149651672 0.165800524 +#> 612 0.2514512219 -0.8846239467 -0.434700071 +#> 613 0.7249660669 -0.1612808448 0.539110209 +#> 614 0.9060222281 0.0332211181 0.309558009 +#> 615 0.6782648310 -0.1394527451 0.232283454 +#> 616 0.5012216910 -0.4947943042 0.454068302 +#> 617 0.4719819958 -0.6187990705 -0.428769462 +#> 618 0.4561990674 -0.7295905991 -0.507929972 +#> 619 0.2514512219 -0.8846239467 -0.434700071 +#> 620 0.6870921626 -0.3140007764 0.517553168 +#> 621 0.7603256213 -0.0404097236 0.639798945 +#> 622 0.6778575335 -0.2329601261 0.494805328 +#> 623 0.1837905554 -0.2400894449 0.364468880 +#> 624 0.4487280285 -0.6416461856 -0.548265580 +#> 625 0.7133112968 -0.3624525615 0.156763361 +#> 626 0.5606104482 -0.5431091365 -0.047739529 +#> 627 0.7101601638 -0.2982947346 0.710823914 +#> 628 0.7498927555 0.0204683159 0.860562828 +#> 629 0.2539081593 -0.0509909741 0.599120021 +#> 630 0.3848996731 -0.6635615101 -0.388815869 +#> 631 0.6680381817 -0.4190494040 -0.078995196 +#> 632 0.2385955148 -0.2055399945 0.425178544 +#> 633 0.2758901054 -0.5229930247 0.151458519 +#> 634 0.6758354680 -0.2602156059 0.224660327 +#> 635 0.6636650924 -0.1878755838 0.689062052 +#> 636 0.7101601638 -0.2982947346 0.710823914 +#> 637 0.5837333514 -0.3474906378 0.397398414 +#> 638 0.7541737546 0.0187041829 0.887661749 +#> 639 0.4439261272 -0.6700124294 0.474222054 +#> 640 0.6599336068 -0.6537423877 0.004729023 +#> 641 0.2182390522 -0.5015803701 -0.086604469 +#> 642 0.4210121457 -0.3734485376 0.078389303 +#> 643 0.6072460262 -0.4173707971 -0.184055500 +#> 644 0.8331948033 -0.2560867114 0.202384057 +#> 645 0.6870921626 -0.3140007764 0.517553168 +#> 646 0.5934359465 -0.5461291342 0.026508610 +#> 647 0.6680381817 -0.4190494040 -0.078995196 +#> 648 0.2282983855 -0.0704253712 0.662014869 +#> 649 0.2514512219 -0.8846239467 -0.434700071 +#> 650 0.5069126625 -0.3631824793 0.447047972 +#> 651 0.5603085629 -0.3604006928 0.078987476 +#> 652 0.6117145688 -0.2842886940 0.158677722 +#> 653 0.5045753649 -0.5232586258 -0.027909337 +#> 654 0.6636650924 -0.1878755838 0.689062052 +#> 655 0.4597630429 0.0313254722 1.134975388 +#> 656 0.4402841165 -0.2568555635 -0.203422842 +#> 657 0.6726831189 0.1134391259 0.600402640 +#> 658 0.6521806063 -0.5018948742 0.251868877 +#> 659 0.5114786151 -0.7348044546 -0.607429534 +#> 660 0.4047067712 -0.6552464904 0.362430297 +#> 661 0.7541737546 0.0187041829 0.887661749 +#> 662 0.5365409940 -0.5350451143 0.277928300 +#> 663 0.6636650924 -0.1878755838 0.689062052 +#> 664 0.3704992975 -0.1593438096 0.471065095 +#> 665 0.4444328321 -0.6957581523 -0.123427136 +#> 666 0.6636650924 -0.1878755838 0.689062052 +#> 667 0.5970873749 -0.3835577815 0.307353771 +#> 668 0.5603085629 -0.3604006928 0.078987476 +#> 669 0.6096544795 -0.5283424110 -0.253708134 +#> 670 0.1275668056 -0.2546933721 -0.013117001 +#> 671 0.7552566728 -0.3201711083 0.101159247 +#> 672 0.4402964466 -0.7332791382 0.130280377 +#> 673 0.8356221035 -0.0720588466 0.441885213 +#> 674 0.4110516244 -0.4595400865 0.565370984 +#> 675 0.6014037567 -0.0622859129 0.660288298 +#> 676 0.6266502259 -0.2377250089 0.543124123 +#> 677 0.6027901720 -0.3292005033 0.186603639 +#> 678 0.5910787044 -0.1925434441 1.087473637 +#> 679 0.5130901912 -0.6956931443 -0.387849868 +#> 680 0.7170923825 0.0782960132 0.780229137 +#> 681 0.4874021470 -0.6631147391 0.141783620 +#> 682 0.7882707976 -0.2191166260 0.279975728 +#> 683 0.6441846061 -0.4211754596 0.295867945 +#> 684 0.7498927555 0.0204683159 0.860562828 +#> 685 0.2623888785 -0.7331407961 0.108985573 +#> 686 0.6250481469 -0.1025736590 0.706392940 +#> 687 0.3452685533 -0.8682725442 0.023360403 +#> 688 0.6680381817 -0.4190494040 -0.078995196 +#> 689 0.7953399242 -0.2301559491 0.271117077 +#> 690 0.2414287506 -1.0742386704 -0.581775707 +#> 691 0.4667678645 -0.3058025109 0.188451683 +#> 692 0.6293260227 -0.1399545869 0.886314073 +#> 693 0.5117725543 -0.1754682468 0.620526971 +#> 694 0.6680381817 -0.4190494040 -0.078995196 +#> 695 0.5107362214 -0.7175435587 -0.327359272 +#> 696 0.5899707885 -0.3074429416 0.706641821 +#> 697 0.6400935060 -0.3807922507 -0.098447502 +#> 698 0.6636650924 -0.1878755838 0.689062052 +#> 699 0.5977612699 -0.1934951342 0.871409391 +#> 700 0.6315012280 -0.2936321734 0.051795860 +#> 701 0.7552566728 -0.3201711083 0.101159247 +#> 702 0.9353773898 0.1790014719 1.189338709 +#> 703 0.2743846394 -0.2712119722 0.087662276 +#> 704 0.6492596172 -0.5364112572 0.185821030 +#> 705 0.7067691217 -0.3506600000 0.016518141 +#> 706 0.6812904347 -0.3787693450 0.291462506 +#> 707 0.4244012943 -0.9525638457 0.162312465 +#> 708 0.4110516244 -0.4595400865 0.565370984 +#> 709 0.3449384762 -0.5727926514 0.081392601 +#> 710 0.5045753649 -0.5232586258 -0.027909337 +#> 711 0.4153134070 -1.1926562538 -0.733084088 +#> 712 0.6963126347 -0.3940574979 -0.177720696 +#> 713 0.3958590386 -0.3025591933 0.250660089 +#> 714 0.5365409940 -0.5350451143 0.277928300 +#> 715 0.5102085708 -0.3360621392 -0.167960122 +#> 716 0.2556135943 -0.2479646591 0.628223395 +#> 717 0.6312352895 -0.6567273300 0.038128555 +#> 718 0.6904297723 -0.3070054620 0.180239495 +#> 719 0.2418183923 -0.5285287149 0.149790360 +#> 720 0.5059671584 -0.8780493780 -0.497646111 +#> 721 0.2409362764 -0.1355345708 0.231346936 +#> 722 0.6006863698 -0.3167464495 0.128717422 +#> 723 0.5102085708 -0.3360621392 -0.167960122 +#> 724 0.6574742157 -0.2130316864 0.883428515 +#> 725 0.8087062987 -0.1592159351 0.466862002 +#> 726 0.3394912834 -0.7387385184 0.050673834 +#> 727 0.6531250380 -0.2789371029 0.140430161 +#> 728 0.7122902082 -0.3065758680 0.213855214 +#> 729 0.8586141390 0.1888355164 0.880428082 +#> 730 0.2818850560 -0.8417149775 -0.343820097 +#> 731 0.3250912639 -0.0429926660 0.709839306 +#> 732 0.5249367851 -0.3992391628 0.182632745 +#> 733 0.3304801580 -0.9003141257 0.019329430 +#> 734 0.4496193483 -0.8687630562 -0.663601640 +#> 735 0.5910787044 -0.1925434441 1.087473637 +#> 736 0.6823849738 -0.1614579546 0.449702051 +#> 737 0.0528638284 -0.1048974059 0.479742364 +#> 738 0.4779236979 -0.6180979657 0.079214321 +#> 739 0.4402964466 -0.7332791382 0.130280377 +#> 740 0.4820811425 -0.2084744964 0.074227766 +#> 741 0.2683556651 -0.5711364976 0.150996251 +#> 742 0.5186643291 -0.8245968671 -0.393220231 +#> 743 0.3472321981 -0.5085467542 -0.257133351 +#> 744 0.4895781649 -0.9959492524 -0.526412091 +#> 745 0.5606104482 -0.5431091365 -0.047739529 +#> 746 0.5640185118 -0.2810665525 0.318625912 +#> 747 0.4451358939 -0.1317387789 0.340268321 +#> 748 0.5115836024 -0.4606996165 0.138310253 +#> 749 0.5222381232 -0.5496771215 -0.174818644 +#> 750 0.5632663960 -0.3669338532 0.051737548 +#> 751 0.2926404832 -0.6708600036 0.417532170 +#> 752 0.5621049128 -0.5993675758 0.768978752 +#> 753 0.0756989214 -0.3206619180 -0.108676011 +#> 754 0.7758208281 -0.4911158670 -0.122843846 +#> 755 0.4939113795 -0.2782833764 0.307742953 +#> 756 0.8126134485 0.0110740060 0.484777355 +#> 757 0.4822975696 -0.0102782749 0.640073733 +#> 758 0.6266502259 -0.2377250089 0.543124123 +#> 759 0.3452685533 -0.8682725442 0.023360403 +#> 760 0.2437039479 -0.8735791708 -0.333067194 +#> 761 0.2698240661 -0.5999141804 -0.322478247 +#> 762 0.5189921391 -0.2456186304 0.738643313 +#> 763 0.2709877974 -0.3642235048 0.144074328 +#> 764 0.5186643291 -0.8245968671 -0.393220231 +#> 765 0.6599336068 -0.6537423877 0.004729023 +#> 766 0.5369965281 -0.1904047119 0.351914696 +#> 767 0.4332246513 -0.4306624595 0.374400778 +#> 768 0.5747463535 -0.6353071888 0.036348421 +#> 769 0.8118390992 -0.1778821450 0.481104821 +#> 770 0.4164300405 -0.6122437278 0.103330667 +#> 771 0.7541737546 0.0187041829 0.887661749 +#> 772 0.5297780829 -0.5770214037 0.113435471 +#> 773 0.4153134070 -1.1926562538 -0.733084088 +#> 774 1.0020345204 0.0889399789 0.447306826 +#> 775 0.7640845424 -0.0196575448 0.765355435 +#> 776 0.8975819774 0.2434803772 0.765331488 +#> 777 0.7236154540 -0.2884366653 0.234493061 +#> 778 0.7122902082 -0.3065758680 0.213855214 +#> 779 0.7640845424 -0.0196575448 0.765355435 +#> 780 0.2638872067 -0.6673326654 -0.206423160 +#> 781 0.8122687889 -0.2314861152 0.643083665 +#> 782 0.6147551515 -0.3490009854 -0.084546258 +#> 783 0.8204902163 0.1124491140 0.490788553 +#> 784 0.5059671584 -0.8780493780 -0.497646111 +#> 785 0.7882707976 -0.2191166260 0.279975728 +#> 786 0.4824644622 -0.5649165867 0.161872823 +#> 787 0.5637367809 -0.2997372772 0.065095734 +#> 788 0.4824644622 -0.5649165867 0.161872823 +#> 789 0.3304801580 -0.9003141257 0.019329430 +#> 790 0.8379872574 -0.0636708756 0.724445615 +#> 791 0.2174376366 -0.4476079868 0.070399934 +#> 792 0.2842302801 -0.1729490819 0.246455178 +#> 793 0.6081198501 -0.2321900604 0.376531100 +#> 794 0.7452143671 -0.0657351560 0.536759692 +#> 795 0.4124736720 -0.7795627631 -0.362014511 +#> 796 0.6531250380 -0.2789371029 0.140430161 +#> 797 0.6809904355 -0.4785510663 0.014105108 +#> 798 0.2338069734 -0.6299189955 -0.154094271 +#> 799 0.4402964466 -0.7332791382 0.130280377 +#> 800 0.5681181380 -0.3034795269 0.491499331 +#> 801 0.4639915456 -0.3629787490 0.183917234 +#> 802 0.4987976331 -0.4315880502 0.203086202 +#> 803 0.8379872574 -0.0636708756 0.724445615 +#> 804 0.4597630429 0.0313254722 1.134975388 +#> 805 0.5262889967 0.1005549358 0.960387273 +#> 806 0.5367660540 -0.1240374236 0.516197627 +#> 807 0.2233828637 -0.0943870710 0.308148565 +#> 808 0.7354159932 -0.1775566189 0.506677755 +#> 809 0.5592406500 -0.0805991571 0.664493861 +#> 810 0.6851873886 -0.6141531641 -0.193676949 +#> 811 0.6222989124 -0.2439703431 0.144484959 +#> 812 0.5675679045 -0.3567872073 0.162467454 +#> 813 0.6156863956 -0.3796418179 0.159697216 +#> 814 0.7136091806 -0.1054403540 0.823092270 +#> 815 0.4377399810 -0.2439567346 0.454834647 +#> 816 0.5309580073 0.1037805329 0.638882380 +#> 817 0.4963165193 -0.9024584988 -0.432998206 +#> 818 0.5939978910 -0.0796321983 0.310827319 +#> 819 0.5236066433 -0.2572231726 0.437416497 +#> 820 0.5606104482 -0.5431091365 -0.047739529 +#> 821 0.6778575335 -0.2329601261 0.494805328 +#> 822 0.5882837385 -0.6418476051 -0.018261584 +#> 823 0.5012216910 -0.4947943042 0.454068302 +#> 824 0.7354159932 -0.1775566189 0.506677755 +#> 825 0.6574742157 -0.2130316864 0.883428515 +#> 826 0.3837249878 0.1137817306 0.879541686 +#> 827 -0.0808006380 -0.1065346837 0.080048400 +#> 828 0.6130700631 -1.2382233084 -1.168777248 +#> 829 -0.1172288710 -0.4064899689 0.271045882 +#> 830 0.6293260227 -0.1399545869 0.886314073 +#> 831 0.9530659059 0.0279834277 0.613647278 +#> 832 0.4987976331 -0.4315880502 0.203086202 +#> 833 0.5768076554 -0.0942831962 0.646564063 +#> 834 0.6963126347 -0.3940574979 -0.177720696 +#> 835 0.6848273176 -0.5420220699 0.021127247 +#> 836 0.4956072301 -0.3538656407 0.123767159 +#> 837 0.8688149331 0.2245192842 0.544588562 +#> 838 0.7067691217 -0.3506600000 0.016518141 +#> 839 0.3337570768 -0.9784971099 -0.312577459 +#> 840 0.4303659148 -0.1234988932 0.852333713 +#> 841 0.4110516244 -0.4595400865 0.565370984 +#> 842 -0.0083020090 -1.1313648453 0.121025064 +#> 843 0.2940463041 -0.8499835954 -0.523294038 +#> 844 0.3310482508 -0.0141187860 0.544078086 +#> 845 0.5236066433 -0.2572231726 0.437416497 +#> 846 0.5241841090 -0.4920953153 -0.249145739 +#> 847 0.2878875537 -0.5933128970 -0.082755472 +#> 848 0.7651701689 -0.1287963737 0.699075614 +#> 849 0.8126134485 0.0110740060 0.484777355 +#> 850 0.3292343952 -0.9222642317 0.434076986 +#> 851 0.5970873749 -0.3835577815 0.307353771 +#> 852 0.3337570768 -0.9784971099 -0.312577459 +#> 853 0.6782174145 0.1061489842 0.360641469 +#> 854 0.4351898592 -0.1689587078 0.368572207 +#> 855 0.7052463216 0.0673664072 0.587289848 +#> 856 0.6148690903 -0.5823673824 0.040912244 +#> 857 0.3033127384 -0.4219656799 -0.201614279 +#> 858 0.6936561990 -0.2798397199 0.283327349 +#> 859 0.3756675727 -0.6883293307 0.449585543 +#> 860 0.6148690903 -0.5823673824 0.040912244 +#> 861 0.5910787044 -0.1925434441 1.087473637 +#> 862 0.2580948022 -0.8929740570 -0.291967659 +#> 863 0.6205055849 -0.0022902054 0.102667833 +#> 864 0.3464268584 -0.2018025609 0.192930448 +#> 865 0.7136091806 -0.1054403540 0.823092270 +#> 866 0.4462779142 -0.7519690667 -0.399616516 +#> 867 0.9353773898 0.1790014719 1.189338709 +#> 868 0.5057387631 -0.1836760181 0.203735123 +#> 869 0.6293260227 -0.1399545869 0.886314073 +#> 870 0.6809904355 -0.4785510663 0.014105108 +#> 871 0.5203758470 -0.6901594509 -0.403859292 +#> 872 0.1563285247 -0.0539005675 0.860215502 +#> 873 0.3427707006 -0.5911276297 -0.467189713 +#> 874 0.5603085629 -0.3604006928 0.078987476 +#> 875 0.7399748982 -0.4677290038 -0.171550495 +#> 876 0.4760995619 -0.1751790668 0.417048952 +#> 877 0.3669713907 -0.2649297383 0.394680418 +#> 878 0.2414287506 -1.0742386704 -0.581775707 +#> 879 0.2778644926 -1.0023382906 -0.183814326 +#> 880 0.5012216910 -0.4947943042 0.454068302 +#> 881 0.6628263477 -0.6651010220 -0.448327329 +#> 882 0.7249660669 -0.1612808448 0.539110209 +#> 883 0.7634529655 -0.3518688515 -0.129448955 +#> 884 0.3467643293 0.2864894878 0.789811253 +#> 885 0.4028401444 0.0761703921 0.948124431 +#> 886 0.5313440212 -0.3719077756 0.382800342 +#> 887 0.4191807678 -0.2422575120 0.172846745 +#> 888 0.3394912834 -0.7387385184 0.050673834 +#> 889 0.8367897676 -0.3074373156 0.293785001 +#> 890 0.3819707368 -0.4714347125 0.065445159 +#> 891 0.7892499713 -0.1126804606 0.708594072 +#> 892 -0.0001899186 -0.5800156431 -0.316361799 +#> 893 0.3695209071 -0.5510462635 0.223500807 +#> 894 0.4662450650 -0.1493233214 0.506952053 +#> 895 0.4963165193 -0.9024584988 -0.432998206 +#> 896 0.2878875537 -0.5933128970 -0.082755472 +#> 897 0.4462779142 -0.7519690667 -0.399616516 +#> 898 0.6936561990 -0.2798397199 0.283327349 +#> 899 0.7344514722 -0.2672070366 0.185346709 +#> 900 0.3193390261 -0.8669373424 0.783445312 +#> 901 0.5253870741 -0.2187640495 0.919970892 +#> 902 0.6684053489 -0.2343678166 0.445877920 +#> 903 0.8833045341 -0.1821553627 0.371552772 +#> 904 0.5262889967 0.1005549358 0.960387273 +#> 905 0.5521112637 -0.7143361247 -0.246402103 +#> 906 0.1516632320 -1.2960334756 -0.090768072 +#> 907 0.5681181380 -0.3034795269 0.491499331 +#> 908 0.3958808973 -0.0348424079 0.740623617 +#> 909 0.7532238093 -0.2968851873 0.731283481 +#> 910 0.7136091806 -0.1054403540 0.823092270 +#> 911 0.5495349605 -0.6802577312 0.223049110 +#> 912 0.4260054242 -0.7575519841 -0.081290088 +#> 913 0.6148690903 -0.5823673824 0.040912244 +#> 914 0.4999591026 -0.3962704644 0.089793454 +#> 915 0.4609536424 -0.2312079172 0.099933709 +#> 916 0.5469899170 -0.5060702167 0.009217203 +#> 917 0.5059671584 -0.8780493780 -0.497646111 +#> 918 -0.0134652786 -1.0990419961 0.425393139 +#> 919 0.6293260227 -0.1399545869 0.886314073 +#> 920 0.7160144698 -0.0002193819 0.652932282 +#> 921 0.4367979945 -0.5704846587 -0.151959083 +#> 922 0.3839372050 -0.3334828381 0.293514161 +#> 923 0.6117145688 -0.2842886940 0.158677722 +#> 924 0.7236154540 -0.2884366653 0.234493061 +#> 925 0.3493622947 -0.4578913642 -0.212750109 +#> 926 0.6441846061 -0.4211754596 0.295867945 +#> 927 0.5297780829 -0.5770214037 0.113435471 +#> 928 0.5621049128 -0.5993675758 0.768978752 +#> 929 0.6096544795 -0.5283424110 -0.253708134 +#> 930 0.3695209071 -0.5510462635 0.223500807 +#> 931 0.3618109234 0.0540793997 0.676296618 +#> 932 0.6516723103 -0.3969780127 0.266931260 +#> 933 0.3424254386 -0.3164879004 0.347016741 +#> 934 0.2756972464 0.0465021300 0.221425702 +#> 935 0.7399748982 -0.4677290038 -0.171550495 +#> 936 0.5189921391 -0.2456186304 0.738643313 +#> 937 0.6147551515 -0.3490009854 -0.084546258 +#> 938 0.7464102362 -0.2447132481 0.620854295 +#> 939 0.3756675727 -0.6883293307 0.449585543 +#> 940 0.5764118435 -0.3464549306 0.107379417 +#> 941 0.6882786585 -0.2497086178 0.284512333 +#> 942 0.6816311544 -0.4163212925 -0.039952101 +#> 943 0.4039258823 0.1322595458 0.753073504 +#> 944 0.2089591268 -0.3589028764 0.684273567 +#> 945 0.6969570093 -0.4149651672 0.165800524 +#> 946 0.4444328321 -0.6957581523 -0.123427136 +#> 947 0.4639915456 -0.3629787490 0.183917234 +#> 948 0.2843010517 -0.5966383464 -0.134287170 +#> 949 0.7892499713 -0.1126804606 0.708594072 +#> 950 0.5069126625 -0.3631824793 0.447047972 +#> 951 0.5115836024 -0.4606996165 0.138310253 +#> 952 0.5463321459 -0.0326429230 0.262098820 +#> 953 0.5059671584 -0.8780493780 -0.497646111 +#> 954 0.2783228004 -0.4418791369 0.296150954 +#> 955 0.6263587446 -0.3657774294 0.080475824 +#> 956 0.1873085903 -1.2547478174 -0.482453344 +#> 957 0.4416342771 -0.2724011866 0.203753768 +#> 958 0.4856240908 -0.5439819968 0.248142949 +#> 959 0.1170421202 -0.6102958338 0.245079405 +#> 960 0.6969570093 -0.4149651672 0.165800524 +#> 961 0.4061717626 -0.7842720570 -0.052289989 +#> 962 0.7552566728 -0.3201711083 0.101159247 +#> 963 0.4537114714 -0.2346137211 -0.088299395 +#> 964 0.1901937015 -0.1934773208 -0.082456820 +#> 965 0.0170784596 -0.6838351307 -0.234079241 +#> 966 0.6823849738 -0.1614579546 0.449702051 +#> 967 0.6217592612 -0.1661614097 0.151268796 +#> 968 0.1779876738 -1.1166868640 -0.833582857 +#> 969 0.4145432870 -0.8020649101 -0.681981760 +#> 970 0.5496123451 -0.3832373540 -0.036795978 +#> 971 0.6156863956 -0.3796418179 0.159697216 +#> 972 0.6027901720 -0.3292005033 0.186603639 +#> 973 0.6392855086 -0.2552195230 1.296722790 +#> 974 1.0317152192 0.3160586801 1.197140688 +#> 975 0.7133112968 -0.3624525615 0.156763361 +#> 976 0.5797912015 -0.3931698753 0.404208285 +#> 977 0.7136091806 -0.1054403540 0.823092270 +#> 978 0.7603256213 -0.0404097236 0.639798945 +#> 979 0.5222381232 -0.5496771215 -0.174818644 +#> 980 0.5764118435 -0.3464549306 0.107379417 +#> 981 0.7892499713 -0.1126804606 0.708594072 +#> 982 0.5747463535 -0.6353071888 0.036348421 +#> 983 0.5222381232 -0.5496771215 -0.174818644 +#> 984 0.7714275127 -0.1012506151 0.694102324 +#> 985 0.5199813217 -0.4680689782 0.064906241 +#> 986 0.6708928939 0.0064000251 0.501907117 +#> 987 0.6392855086 -0.2552195230 1.296722790 +#> 988 0.6972243187 -0.4000661609 0.605164505 +#> 989 0.6992337809 -0.2501793232 0.199116827 +#> 990 0.6904297723 -0.3070054620 0.180239495 +#> 991 0.2936037570 -0.9163084540 -0.208244268 +#> 992 0.5970873749 -0.3835577815 0.307353771 +#> 993 0.5155444322 -0.3392611466 0.144264578 +#> 994 0.6293260227 -0.1399545869 0.886314073 +#> 995 0.4719819958 -0.6187990705 -0.428769462 +#> 996 0.5235764651 -0.6396839013 0.304820316 +#> 997 0.7651701689 -0.1287963737 0.699075614 +#> 998 0.4402964466 -0.7332791382 0.130280377 +#> 999 0.6537424531 -0.3155047364 0.070232978 +#> 1000 0.7603256213 -0.0404097236 0.639798945 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> # A tibble: 1,000 × 7 -#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 4 70 1 0.631 -0.347 0.259 -#> 2 2 4 70 1 0.571 -0.219 0.307 -#> 3 3 4 70 1 0.495 -0.578 0.0350 -#> 4 4 4 70 1 -0.0541 -0.397 0.0132 -#> 5 5 4 70 1 -0.418 -0.475 0.0786 -#> 6 6 4 70 1 0.427 -0.122 0.266 -#> 7 7 4 70 1 0.358 -0.372 0.594 -#> 8 8 4 70 1 0.520 -0.496 0.401 -#> 9 9 4 70 1 0.766 -0.136 0.486 -#> 10 10 4 70 1 0.681 -0.546 0.0470 +#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka +#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> +#> 1 1 4 70 1 0.461 -0.827 -0.183 +#> 2 2 4 70 1 0.196 -0.700 0.0375 +#> 3 3 4 70 1 0.266 -0.998 -0.706 +#> 4 4 4 70 1 0.568 -0.357 0.162 +#> 5 5 4 70 1 0.471 -0.402 -0.342 +#> 6 6 4 70 1 0.354 -0.319 -0.102 +#> 7 7 4 70 1 0.771 -0.498 -0.0236 +#> 8 8 4 70 1 0.708 -0.361 0.0548 +#> 9 9 4 70 1 0.291 -0.611 0.335 +#> 10 10 4 70 1 0.639 -0.203 0.680 #> # … with 990 more rows #> ── Initial Conditions ($inits): ── #> depot centr AUC @@ -1201,14 +1201,14 @@

    Examples

    #> #> ── First part of data (object): ── #> # A tibble: 2,000 × 13 -#> sim.id time TVCl TVVc TVKa Cl Vc Ka K20 Cc depot centr -#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 1 4 70 1 7.52 49.5 1.30 0.152 23.2 770. 1150. -#> 2 1 14 4 70 1 7.52 49.5 1.30 0.152 5.67 0.0000371 281. -#> 3 2 1 4 70 1 7.08 56.2 1.36 0.126 21.2 736. 1195. -#> 4 2 14 4 70 1 7.08 56.2 1.36 0.126 6.94 0.0000157 391. -#> 5 3 1 4 70 1 6.57 39.3 1.04 0.167 25.3 930. 995. -#> 6 3 14 4 70 1 6.57 39.3 1.04 0.167 6.10 0.00132 240. +#> sim.id time TVCl TVVc TVKa Cl Vc Ka K20 Cc depot centr +#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> +#> 1 1 1 4 70 1 6.34 30.6 0.833 0.207 27.6 1079. 844. +#> 2 1 14 4 70 1 6.34 30.6 0.833 0.207 5.04 0.0214 154. +#> 3 2 1 4 70 1 4.87 34.8 1.04 0.140 29.0 928. 1009. +#> 4 2 14 4 70 1 4.87 34.8 1.04 0.140 9.71 0.00128 337. +#> 5 3 1 4 70 1 5.22 25.8 0.493 0.202 22.0 1385. 567. +#> 6 3 14 4 70 1 5.22 25.8 0.493 0.202 8.00 2.27 206. #> # … with 1,994 more rows, and 1 more variable: AUC <dbl> #> @@ -1226,7 +1226,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_inter_cmin.html b/docs/reference/poso_inter_cmin.html index 5f33663..a6c6652 100644 --- a/docs/reference/poso_inter_cmin.html +++ b/docs/reference/poso_inter_cmin.html @@ -248,8 +248,8 @@

    Examples

    #> [1] 2.500425 #> #> $indiv_param -#> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> 1 4 70 1 0.6019036 -0.4291734 0.127848 +#> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka +#> 1 4 70 1 0.6019036 -0.4291734 0.1278478 #> @@ -266,7 +266,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_simu_pop.html b/docs/reference/poso_simu_pop.html index b5a34a3..accfe09 100644 --- a/docs/reference/poso_simu_pop.html +++ b/docs/reference/poso_simu_pop.html @@ -159,124 +159,124 @@

    Examples

    # estimate the prior distribution of population parameters poso_simu_pop(dat=df_patient01,prior_model=mod_run001,n_simul=100) #> $eta -#> ETA_Cl ETA_Vc ETA_Ka -#> 1 0.031593674 1.018304729 0.003604231 -#> 2 0.260757099 0.117779260 -0.851799112 -#> 3 0.344674180 -0.491621352 0.437415015 -#> 4 0.348223095 0.356790784 -0.298383012 -#> 5 -0.236874674 -0.337603093 -0.088335657 -#> 6 0.243430710 0.402269230 -0.274055925 -#> 7 0.534555909 0.001144003 0.960512882 -#> 8 0.637173005 -0.018567829 -0.325907511 -#> 9 0.358979914 0.372753590 1.269822102 -#> 10 -0.731336653 0.563204426 0.731549062 -#> 11 0.462872416 0.101504117 -0.147881089 -#> 12 0.295277396 -0.052776261 0.560266061 -#> 13 0.202767814 -0.100089450 0.538064838 -#> 14 0.347315121 -0.182024434 -0.234104983 -#> 15 -0.263023961 -0.309992118 0.162212089 -#> 16 0.972123686 -0.238146591 0.379062770 -#> 17 0.211195933 -0.522783940 0.097953134 -#> 18 0.156418699 0.082286540 0.109045013 -#> 19 0.191911473 0.093287084 -0.293187794 -#> 20 0.215541217 0.521469937 0.083352762 -#> 21 0.506604300 -0.119622623 0.500137983 -#> 22 -0.335886395 0.795916060 -0.154774267 -#> 23 0.037742920 0.154088421 -0.153089242 -#> 24 -0.122816865 0.041707818 0.601793409 -#> 25 0.114182376 -0.500330672 0.333921287 -#> 26 -0.063076941 -0.193821715 0.316069102 -#> 27 0.249372255 0.556340636 -0.092155489 -#> 28 0.061082029 -0.158801595 0.363072367 -#> 29 1.189363982 1.034944062 -0.933345515 -#> 30 -0.748192084 -0.340966436 0.076016098 -#> 31 0.938354932 0.139271070 0.230451545 -#> 32 -0.261116183 -0.086272510 0.326144207 -#> 33 0.240608302 0.086493214 -0.418999062 -#> 34 -0.492036614 0.439728992 -0.291617556 -#> 35 -0.492256178 -0.534195813 -0.019141206 -#> 36 -0.125567578 -0.271717819 0.319731319 -#> 37 0.370799419 -0.185063630 0.383247094 -#> 38 -0.631406589 0.667959959 -0.014967768 -#> 39 -0.007386424 -1.111443262 -0.311305349 -#> 40 -0.933988617 -0.021018472 -0.202591598 -#> 41 -0.153742490 0.477754510 0.616298022 -#> 42 0.349561558 0.527463565 0.947681704 -#> 43 -0.294202338 -0.371968558 0.057069920 -#> 44 -0.291237758 -0.406501110 0.323410964 -#> 45 0.244312445 -0.032000329 0.068304169 -#> 46 -0.204582661 -0.150617960 0.611564731 -#> 47 0.446783444 -0.250470285 0.612967818 -#> 48 -0.493876765 0.134085877 0.425689564 -#> 49 0.307250637 0.386890520 -0.835670639 -#> 50 -0.038612464 -0.167109416 0.330010505 -#> 51 0.206893031 0.286864625 -0.117722587 -#> 52 -0.120633683 -0.481805029 -0.151949757 -#> 53 -0.605255139 -0.642191543 -0.062933940 -#> 54 0.443374048 -0.354468496 -0.345418690 -#> 55 -0.222584328 0.309158243 0.368864058 -#> 56 0.053563763 0.029955900 0.275462547 -#> 57 -0.860291239 0.791646491 -0.428013700 -#> 58 0.804204112 -0.213431175 0.141982680 -#> 59 -0.348465116 0.770541158 0.417175625 -#> 60 0.160561219 -0.062321918 -0.324324339 -#> 61 0.033212790 0.085759519 -0.091371406 -#> 62 0.279061796 -0.344522974 -0.224868634 -#> 63 -0.387760986 -0.479844574 -0.358231425 -#> 64 0.141075851 -0.277479811 -0.618507095 -#> 65 -0.225616074 0.150498058 0.621597525 -#> 66 0.078265709 -0.369957141 0.190294420 -#> 67 0.184069166 -0.604396453 -0.310720073 -#> 68 -0.146460568 0.379104330 0.727632119 -#> 69 0.150101090 -0.635243621 1.067375823 -#> 70 0.809088379 -0.354727283 0.155052586 -#> 71 0.098249848 0.210783581 0.263303231 -#> 72 -0.871700223 0.026975524 0.192206387 -#> 73 -0.181512326 0.208830380 -0.572009083 -#> 74 -0.387837499 0.500387116 0.104560906 -#> 75 -0.031893468 0.457683743 -0.094770111 -#> 76 -0.089241857 0.251748122 -0.495987907 -#> 77 -0.384656713 0.056268078 0.640463012 -#> 78 -0.342615699 -0.599068715 -1.061944652 -#> 79 1.033383466 0.881969051 -0.108706754 -#> 80 0.275930163 -0.051366888 -0.303249586 -#> 81 0.591363119 -0.002490939 -0.011452023 -#> 82 0.341678100 0.335226262 0.010201604 -#> 83 -0.582918136 0.238643748 0.414894181 -#> 84 -0.426374450 -0.267549344 1.019267377 -#> 85 0.304654085 -0.389446357 -0.179981046 -#> 86 0.043227715 0.577114869 0.046193835 -#> 87 -0.183143250 -0.288270561 -0.590119330 -#> 88 0.594492304 -0.241546231 0.301227432 -#> 89 0.304343483 0.519535167 0.022783017 -#> 90 -0.382857324 0.915563319 -0.900375440 -#> 91 0.267363719 0.297818410 -0.166012086 -#> 92 0.009438450 -0.738548528 0.270737622 -#> 93 -0.110501085 0.184930905 0.527625710 -#> 94 -0.204643252 0.198652972 -0.748440199 -#> 95 -0.020450348 -0.099849076 -0.335846250 -#> 96 0.500383882 -1.218122837 -0.306041797 -#> 97 0.066334832 0.485836662 0.056915158 -#> 98 -0.547176006 -0.242079704 0.288200884 -#> 99 -0.515042215 -0.329207699 -0.406086070 -#> 100 -0.132483486 0.315543092 0.219861002 +#> ETA_Cl ETA_Vc ETA_Ka +#> 1 0.1513439615 0.170439840 -0.38448579 +#> 2 0.0034329324 0.280711069 -0.07838674 +#> 3 -0.5469140653 -0.890079215 -0.49871856 +#> 4 1.0186625970 0.606740964 0.70401426 +#> 5 0.5257590752 0.066483819 -0.00480137 +#> 6 -0.1346363601 0.353831248 0.03329770 +#> 7 -0.5298512489 -0.295713649 0.22895437 +#> 8 -0.7721781272 -0.505385397 0.40902638 +#> 9 0.0844111487 0.348997806 -0.21190538 +#> 10 -0.3085450304 0.025460777 0.30478139 +#> 11 -0.7255466667 -0.219825281 -0.05991493 +#> 12 -0.6198033860 0.117252881 -0.12301990 +#> 13 -0.5932537067 0.137748339 -0.64592033 +#> 14 -0.3306061659 -0.255628471 -0.12589111 +#> 15 0.0979708486 0.255791801 -0.40007389 +#> 16 -0.0948478683 -0.391625878 -0.30309497 +#> 17 0.3758526616 -0.133536690 0.37796210 +#> 18 0.2848546159 0.304851717 0.01032083 +#> 19 0.4715045696 0.402340791 -0.15685745 +#> 20 0.3179667441 -0.659975095 -0.10219923 +#> 21 -0.6378213088 0.600954944 -0.58369483 +#> 22 -0.3658464741 0.131167642 0.14837627 +#> 23 0.5473631676 -0.034995584 -0.13548251 +#> 24 0.0756283900 0.011787136 0.31485710 +#> 25 0.1521384141 0.054321898 -0.45425796 +#> 26 -0.6449478513 0.061094290 -0.05127289 +#> 27 -0.2246867072 0.830888484 -0.13869445 +#> 28 0.3603566134 0.497580952 -0.43264605 +#> 29 0.5862968631 -0.471880859 0.32079636 +#> 30 0.2545999951 -0.297347444 -0.61221367 +#> 31 -0.3009252880 -0.562660719 0.61577386 +#> 32 -0.0163709531 1.202480440 -0.46134199 +#> 33 -0.3181388611 0.460613051 -1.09220922 +#> 34 0.6942573352 -0.463638124 -0.35215564 +#> 35 -0.1782411542 -0.222454082 -0.59555449 +#> 36 -0.2357388064 0.669763814 0.25514341 +#> 37 -0.0665535064 -0.464623347 0.52893873 +#> 38 -0.1595293898 -0.466211136 -0.24275175 +#> 39 -0.0277645736 0.754160650 -0.86815622 +#> 40 -1.1128920792 1.438367146 0.08737397 +#> 41 -0.3561483456 -0.414435864 0.35597643 +#> 42 0.1628832098 -0.334200389 -0.07243068 +#> 43 -0.3713133882 -0.361174106 -0.27494708 +#> 44 -0.1061178528 -0.156984973 0.52417915 +#> 45 0.8879237683 -0.206468735 -0.38979430 +#> 46 -1.1030969697 -0.233233790 0.11939967 +#> 47 0.2783466170 -0.244576682 -0.43676724 +#> 48 -0.3317944815 -0.333334074 -0.05375465 +#> 49 0.2103708785 -0.254048458 0.14533834 +#> 50 0.4482637207 0.122624524 0.44492847 +#> 51 0.8403896010 -0.237777291 0.16812194 +#> 52 -0.1876124076 -0.234930446 0.86520616 +#> 53 -0.4545005479 0.786540422 -0.30012847 +#> 54 -0.5018849205 0.344982341 0.25193138 +#> 55 0.4355687665 -0.685141285 -0.19449638 +#> 56 0.1670684198 -0.369026490 -0.14870635 +#> 57 -0.2558710106 0.346893373 -0.59012299 +#> 58 0.2413166800 -0.259340605 0.30056777 +#> 59 -0.1123359412 -0.731065841 -0.01472370 +#> 60 -0.1959804325 0.424113069 -0.08716340 +#> 61 -0.6829049505 0.008324778 0.46983739 +#> 62 -0.2171146812 -0.042386788 -0.31356107 +#> 63 -0.4095484431 0.484827262 -0.22650500 +#> 64 -0.1499146849 -0.879866775 0.34852313 +#> 65 0.1303542548 0.180439883 0.51328072 +#> 66 -0.2517715984 0.057196604 0.26706492 +#> 67 -0.8222323340 -0.389335874 -0.31986290 +#> 68 0.0489797721 0.537171180 0.10760235 +#> 69 0.4333742842 -0.243352492 0.23179238 +#> 70 0.3445198064 -0.336259274 -0.66061765 +#> 71 -0.3533213046 0.223926950 -0.23713156 +#> 72 0.5671870452 0.073782694 0.42139844 +#> 73 0.3986309626 0.184951714 -0.20306148 +#> 74 -0.5825659218 0.474277475 0.67098485 +#> 75 -0.5085016070 0.516796689 -0.53069889 +#> 76 -0.2643280422 0.869509020 -0.19832605 +#> 77 -0.0006992199 -0.111442224 0.05874151 +#> 78 0.2399604838 0.937887238 -0.18092087 +#> 79 -0.2868887008 -0.024210093 0.09324171 +#> 80 0.1642403616 -0.024294277 0.06768569 +#> 81 -0.1860123269 0.257753337 -0.41123138 +#> 82 -0.1425528653 -0.640786893 0.06867645 +#> 83 -0.6743700195 0.429774386 -0.66960010 +#> 84 0.0481364065 0.114077760 1.38494234 +#> 85 0.0806036260 0.797039288 0.18561092 +#> 86 -0.0032475964 0.237296766 -0.23810747 +#> 87 -0.1031380469 -0.016144264 1.51042112 +#> 88 -0.0799067990 -0.644057757 -0.12342059 +#> 89 -0.5310291340 0.218097563 0.40683127 +#> 90 0.0381772962 -0.447844907 -0.30126337 +#> 91 0.2989108472 0.735068999 -0.64854345 +#> 92 -0.5396568276 -0.159777600 0.37991045 +#> 93 0.3248342479 0.207853664 0.43335143 +#> 94 0.5790226205 -0.110566862 0.17112095 +#> 95 -0.3996550148 -0.071962939 -0.07133921 +#> 96 -0.7724732211 0.309387133 0.07033402 +#> 97 -0.1676819227 -0.955911015 0.08583296 +#> 98 -0.4197468703 -0.511095222 0.43522874 +#> 99 -0.0493842701 -0.112081220 -0.41382835 +#> 100 0.4111924279 -0.403496604 -1.01117444 #> #> $model #> ── Solved rxode2 object ── #> ── Parameters ($params): ── #> # A tibble: 100 × 7 -#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 4 70 1 0.0316 1.02 0.00360 -#> 2 2 4 70 1 0.261 0.118 -0.852 -#> 3 3 4 70 1 0.345 -0.492 0.437 -#> 4 4 4 70 1 0.348 0.357 -0.298 -#> 5 5 4 70 1 -0.237 -0.338 -0.0883 -#> 6 6 4 70 1 0.243 0.402 -0.274 -#> 7 7 4 70 1 0.535 0.00114 0.961 -#> 8 8 4 70 1 0.637 -0.0186 -0.326 -#> 9 9 4 70 1 0.359 0.373 1.27 -#> 10 10 4 70 1 -0.731 0.563 0.732 +#> sim.id THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka +#> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> +#> 1 1 4 70 1 0.151 0.170 -0.384 +#> 2 2 4 70 1 0.00343 0.281 -0.0784 +#> 3 3 4 70 1 -0.547 -0.890 -0.499 +#> 4 4 4 70 1 1.02 0.607 0.704 +#> 5 5 4 70 1 0.526 0.0665 -0.00480 +#> 6 6 4 70 1 -0.135 0.354 0.0333 +#> 7 7 4 70 1 -0.530 -0.296 0.229 +#> 8 8 4 70 1 -0.772 -0.505 0.409 +#> 9 9 4 70 1 0.0844 0.349 -0.212 +#> 10 10 4 70 1 -0.309 0.0255 0.305 #> # … with 90 more rows #> ── Initial Conditions ($inits): ── #> depot centr AUC @@ -288,12 +288,12 @@

    Examples

    #> # A tibble: 200 × 13 #> sim.id time TVCl TVVc TVKa Cl Vc Ka K20 Cc depot centr #> <int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> -#> 1 1 1 4 70 1 4.13 194. 1.00 0.0213 5.36 9.52e+2 1038. -#> 2 1 14 4 70 1 4.13 194. 1.00 0.0213 7.87 2.05e-3 1525. -#> 3 2 1 4 70 1 5.19 78.7 0.427 0.0659 6.74 1.46e+3 531. -#> 4 2 14 4 70 1 5.19 78.7 0.427 0.0659 12.0 5.68e+0 949. -#> 5 3 1 4 70 1 5.65 42.8 1.55 0.132 29.9 6.42e+2 1279. -#> 6 3 14 4 70 1 5.65 42.8 1.55 0.132 8.33 1.16e-6 357. +#> 1 1 1 4 70 1 4.65 83.0 0.681 0.0561 9.34 1206. 775. +#> 2 1 14 4 70 1 4.65 83.0 0.681 0.0561 12.1 0.173 1008. +#> 3 2 1 4 70 1 4.01 92.7 0.925 0.0433 10.5 1009. 973. +#> 4 2 14 4 70 1 4.01 92.7 0.925 0.0433 12.5 0.00608 1157. +#> 5 3 1 4 70 1 2.31 28.7 0.607 0.0805 24.5 1273. 703. +#> 6 3 14 4 70 1 2.31 28.7 0.607 0.0805 26.5 0.474 761. #> # … with 194 more rows, and 1 more variable: AUC <dbl> #> @@ -311,7 +311,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/poso_time_cmin.html b/docs/reference/poso_time_cmin.html index 11c9286..6164174 100644 --- a/docs/reference/poso_time_cmin.html +++ b/docs/reference/poso_time_cmin.html @@ -240,7 +240,7 @@

    Examples

    #> #> $indiv_param #> THETA_Cl THETA_Vc THETA_Ka ETA_Cl ETA_Vc ETA_Ka -#> 1 4 70 1 0.6019036 -0.4291734 0.1278479 +#> 1 4 70 1 0.6019037 -0.4291733 0.1278479 #> @@ -257,7 +257,7 @@

    Examples

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/docs/reference/posologyr.html b/docs/reference/posologyr.html index 091af1e..7b1fb11 100644 --- a/docs/reference/posologyr.html +++ b/docs/reference/posologyr.html @@ -161,7 +161,7 @@

    Value

    -

    Site built with pkgdown 2.0.5.

    +

    Site built with pkgdown 2.0.6.

    diff --git a/inst/CITATION b/inst/CITATION new file mode 100644 index 0000000..a0242c4 --- /dev/null +++ b/inst/CITATION @@ -0,0 +1,14 @@ +citHeader("To cite posologyr in publications use:") + +citEntry( + entry = "Article", + title = "Free and Open-Source Posologyr Software for Bayesian Dose Individualization: An Extensive Validation on Simulated Data", + author = as.person(c("Cyril Leven", "Anne Coste","Camille Mané")), + journal = "Pharmaceutics", + year = "2022", + volume = "14", + number = "2", + pages = "442", + url = "https://doi.org/10.3390/pharmaceutics14020442", + textVersion = paste("Leven C, Coste A, Mané C. Free and Open-Source Posologyr Software for Bayesian Dose Individualization: An Extensive Validation on Simulated Data. Pharmaceutics. 2022; 14(2):442. https://doi.org/10.3390/pharmaceutics14020442 ") +) diff --git a/man/poso_estim_map.Rd b/man/poso_estim_map.Rd index 8a4b705..710ff5c 100644 --- a/man/poso_estim_map.Rd +++ b/man/poso_estim_map.Rd @@ -34,7 +34,8 @@ Defaults to \code{FALSE}.} A named list consisting of one or more of the following elements depending on the input parameters of the function: \verb{$eta} a named vector of the MAP estimates of the individual values of ETA, \verb{$model} an rxode2 -model using the estimated ETAs. +model using the estimated ETAs, \verb{$event} the \code{data.table} used to solve the +returned rxode2 model. } \description{ Estimates the Maximum A Posteriori (MAP) individual parameters, diff --git a/man/poso_estim_mcmc.Rd b/man/poso_estim_mcmc.Rd index 87c818b..b32bd5f 100644 --- a/man/poso_estim_mcmc.Rd +++ b/man/poso_estim_mcmc.Rd @@ -12,8 +12,7 @@ poso_estim_mcmc( n_iter = 1000, n_chains = 4, nocb = FALSE, - control = list(n_kernel = c(2, 2, 2), stepsize_rw = 0.4, proba_mcmc = 0.3, nb_max = - 3) + control = list(n_kernel = c(2, 2, 2), stepsize_rw = 0.4, proba_mcmc = 0.3, nb_max = 3) ) } \arguments{

    Estimate the MAP individual para #> 5 0.4 2.76 58.4 38.4 6.5 3.07 61.2 41.1 6.5 0.0502 0.106 0.158 6.34 #> 6 0.5 2.76 58.4 38.4 6.5 3.07 61.2 41.1 6.5 0.0502 0.106 0.158 7.87 #> # … with 485 more rows, and 6 more variables: centr <dbl>, periph <dbl>, -#> # AUC <dbl>, CLCREAT <dbl>, WT <dbl>, DIAL <dbl> +#> # AUC <dbl>, CLCREAT <dbl>, WT <dbl>, DIAL <dbl> +#> +#> $event +#> id time amt evid dur CLCREAT WT DIAL +#> 1: 1 0.0 NA 0 NA 65 70 0 +#> 2: 1 0.0 2000 1 2 65 70 0 +#> 3: 1 0.1 NA 0 NA 65 70 0 +#> 4: 1 0.2 NA 0 NA 65 70 0 +#> 5: 1 0.3 NA 0 NA 65 70 0 +#> --- +#> 489: 1 48.6 NA 0 NA 65 70 0 +#> 490: 1 48.7 NA 0 NA 65 70 0 +#> 491: 1 48.8 NA 0 NA 65 70 0 +#> 492: 1 48.9 NA 0 NA 65 70 0 +#> 493: 1 49.0 NA 0 NA 65 70 0

    Plot the individual pharmacokinetic profile @@ -235,7 +249,7 @@

    Get the AUC24 from the MAP model#AUC 24_48 AUC_map_second_dose <- map_model_patB$AUC[which(map_model_patB$time == 48)] - AUC_map_first_dose AUC_map_second_dose -#> [1] 387.1363

    +#> [1] 387.1362

    The current dosage does not meet the target AUC.

    @@ -280,7 +294,7 @@

    Optimal loading dose select #Cmin at steady-state target_cmin_ss <- map_optim_model_patB$Cc[which(map_optim_model_patB$time == 24*9)] target_cmin_ss -#> [1] 11.02488

    +#> [1] 11.02489

    The dose needed to achieve the steady-state Cmin following the first administration can now be identified.

    @@ -290,7 +304,7 @@ 

    Optimal loading dose select duration=2, target_conc=target_cmin_ss)$dose loading_dose_map -#> [1] 2525.159

    +#> [1] 2525.161

    Simulate and plot the optimal a posteriori dosage @@ -321,13 +335,13 @@

    Get the AUC24 for the #AUC 0_24 AUC_loading_dose <- map_optim_model_patB$AUC[which(map_optim_model_patB$time == 24)] AUC_loading_dose -#> [1] 424.7766 +#> [1] 424.777 #AUC 24_48 AUC_maintenance_dose <- map_optim_model_patB$AUC[which(map_optim_model_patB$time == 48)] - AUC_loading_dose AUC_maintenance_dose -#> [1] 399.7954

    +#> [1] 399.7957

    The target AUC24 are now met.

    @@ -349,7 +363,7 @@