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dev/articles/latent.html

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dev/articles/latent.md

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```
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user system elapsed
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1.093 0.316 1.051
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1.064 0.344 1.017
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The message telling that `<refmodel>$dis` consists of only `NA`s will
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not concern us here because we will only focus on response-scale
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```
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user system elapsed
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4.208 0.342 4.151
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``` r
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( gg_trad <- plot(vs_trad, stats = "gmpd", deltas = TRUE) )
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Warning: Some (2 / 500) Pareto k's for the reference model's PSIS-LOO weights
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are > 0.7.
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Warning: In the recalculation of the latent response values, some (6 / 500) expectation-specific Pareto k-values are > 0.7.
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Warning: In the recalculation of the latent response values, some (7 / 500) expectation-specific Pareto k-values are > 0.7.
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In general, we recommend K-fold CV in this case.
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Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details.
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Warning: Some (2 / 500) Pareto k's for the reference model's PSIS-LOO weights
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are > 0.7.
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Warning: In the recalculation of the latent response values, some (6 / 500) expectation-specific Pareto k-values are > 0.7.
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Warning: In the recalculation of the latent response values, some (7 / 500) expectation-specific Pareto k-values are > 0.7.
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In general, we recommend K-fold CV in this case.
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Using standard importance sampling (SIS) due to a small number of clusters.
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Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details.
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Warning: Some (4 / 500) Pareto k's for the reference model's PSIS-LOO weights
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Warning: Some (3 / 500) Pareto k's for the reference model's PSIS-LOO weights
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are > 0.7.
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Warning: In the recalculation of the latent response values, some (9 / 500) expectation-specific Pareto k-values are > 0.7.
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Warning: In the recalculation of the latent response values, some (7 / 500) expectation-specific Pareto k-values are > 0.7.
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In general, we recommend K-fold CV in this case.
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Warning: Some Pareto k diagnostic values are too high. See help('pareto-k-diagnostic') for details.
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Warning: Some (4 / 500) Pareto k's for the reference model's PSIS-LOO weights
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Warning: Some (3 / 500) Pareto k's for the reference model's PSIS-LOO weights
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are > 0.7.
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Warning: In the recalculation of the latent response values, some (9 / 500) expectation-specific Pareto k-values are > 0.7.
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Warning: In the recalculation of the latent response values, some (7 / 500) expectation-specific Pareto k-values are > 0.7.
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In general, we recommend K-fold CV in this case.
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Using standard importance sampling (SIS) due to a small number of clusters.
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dev/articles/projpred.html

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dev/pkgdown.yml

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articles:
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latent: latent.html
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projpred: projpred.html
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last_built: 2025-12-01T08:43Z
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last_built: 2025-12-03T06:15Z
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urls:
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reference: https://mc-stan.org/projpred/reference
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article: https://mc-stan.org/projpred/articles

dev/search.json

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