Introduction to modelling with sdmTMB
-2024-05-30
+2024-06-11
Source:vignettes/web_only/basic-intro.Rmd
basic-intro.Rmd
Model diagnostics#>
#> SAMPLING FOR MODEL 'tmb_generic' NOW (CHAIN 1).
#> Chain 1:
-#> Chain 1: Gradient evaluation took 0.010115 seconds
-#> Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 101.15 seconds.
+#> Chain 1: Gradient evaluation took 0.010152 seconds
+#> Chain 1: 1000 transitions using 10 leapfrog steps per transition would take 101.52 seconds.
#> Chain 1: Adjust your expectations accordingly!
#> Chain 1:
#> Chain 1:
@@ -435,9 +435,9 @@ Model diagnostics#> Chain 1: Iteration: 100 / 101 [ 99%] (Warmup)
#> Chain 1: Iteration: 101 / 101 [100%] (Sampling)
#> Chain 1:
-#> Chain 1: Elapsed Time: 26.32 seconds (Warm-up)
+#> Chain 1: Elapsed Time: 26.79 seconds (Warm-up)
#> Chain 1: 0.201 seconds (Sampling)
-#> Chain 1: 26.521 seconds (Total)
+#> Chain 1: 26.991 seconds (Total)
#> Chain 1:
r <- residuals(m3, "mle-mcmc", mcmc_samples = samps)
@@ -604,10 +604,7 @@ Time-varying effects)
#> Detected irregular time spacing with an AR(1) or random walk process.
#> Consider filling in the missing time slices with `extra_time`.
-#> `extra_time = c(2006, 2008, 2010, 2012, 2014, 2016)`
-#> Warning in sqrt(diag(cov)): NaNs produced
-#> Warning: The model may not have converged: non-positive-definite Hessian
-#> matrix.
m4
#> Spatiotemporal model fit by ML ['sdmTMB']
@@ -616,40 +613,6 @@ Time-varying effects#> Time column: year
#> Data: pcod
#> Family: tweedie(link = 'log')
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
-#> Warning in sqrt(diag(object$cov.fixed)): NaNs produced
#>
#> coef.est coef.se
#> as.factor(year)2003 3.36 0.30
diff --git a/articles/web_only/basic-intro_files/figure-html/plot-cv-1.png b/articles/web_only/basic-intro_files/figure-html/plot-cv-1.png
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