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DESCRIPTION
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Package: PrestoGP
Type: Package
Title: Penalized Regression for Spatio-Temporal Outcomes via Gaussian Processes
Version: 0.2.0.9043
Authors@R: c(
person(given = "Eric",
family = "Bair",
role = c("aut", "cre"),
email = "[email protected]"),
person(given = "Brian",
family = "Kidd",
role = "aut"),
person(given = "Eric",
family = "Wimberley",
role = "aut"),
person(given = "Deepak",
family = "Mav",
role = "aut"),
person(given = "Kyle",
family = "Messier",
role = "aut"))
Description: Simultaneous variable seletion and estimation of LUR models with spatiotemporally correlated errors that is scalable for big data.
Depends:
R (>= 3.5.0)
LinkingTo:
Rcpp, RcppArmadillo, BH
Imports:
GPvecchia,
fields,
dplyr,
glmnet,
gtools,
RANN,
foreach,
rlang,
mvtnorm,
psych,
MASS,
Matrix,
methods,
truncnorm,
TruncatedNormal
License: GPL-3
Encoding: UTF-8
VignetteBuilder: knitr
RoxygenNote: 7.3.2
Collate:
'Log_Likelihood.R'
'PrestoGP-package.R'
'PrestoGP_CreateU_Multivariate.R'
'PrestoGP_Model.R'
'PrestoGP_Vecchia.R'
'PrestoGP_Full.R'
'PrestoGP_Multivariate_Vecchia.R'
'PrestoGP_Util_Functions.R'
'RcppExports.R'
'datadocs.R'
'utils-tidy-eval.R'
Suggests:
roxygen2,
covr,
knitr,
GpGp,
geoR,
testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://niehs.github.io/PrestoGP/, https://github.com/NIEHS/PrestoGP