Predictions | Average marginal predictions | Marginal predictions at the mean | Average marginal predictions for count probabilities | Marginal effects | Average marginal effects | Average marginal effects for count probabilities | Marginal effects at the mean | Comparing marginal effects | Proportional odds models | List of models currently supported | References
Package: bayesMeanScale 0.2.2
bayesMeanScale: Bayesian Post-Estimation on the Mean Scale
Computes Bayesian posterior distributions of predictions, marginal effects, and differences of marginal effects for various generalized linear models. Importantly, the posteriors are on the mean (response) scale, allowing for more natural interpretation than summaries on the link scale. Also, predictions and marginal effects of the count probabilities for Poisson and negative binomial models can be computed.
Authors:
bayesMeanScale_0.2.2.tar.gz
bayesMeanScale_0.2.2.zip(r-4.7-any)bayesMeanScale_0.2.2.zip(r-4.6-any)bayesMeanScale_0.2.2.zip(r-4.5-any)
bayesMeanScale_0.2.2.tgz(r-4.6-any)bayesMeanScale_0.2.2.tgz(r-4.5-any)
bayesMeanScale_0.2.2.tar.gz(r-4.7-any)bayesMeanScale_0.2.2.tar.gz(r-4.6-any)
bayesMeanScale_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bayesMeanScale/json (API)
| # Install 'bayesMeanScale' in R: |
| install.packages('bayesMeanScale', repos = c('https://dalenbe2.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dalenbe2/bayesmeanscale/issues
Last updated from:ae3b495efd. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 158 | ||
| source / vignettes | OK | 470 | ||
| linux-release | OK | 147 | ||
| macos-release | OK | 164 | ||
| macos-oldrel | OK | 247 | ||
| windows-devel | OK | 123 | ||
| windows-release | OK | 102 | ||
| windows-oldrel | OK | 102 | ||
| wasm-release | OK | 142 |
Exports:bayesCountMargEffFbayesCountPredsFbayesMargCompareFbayesMargEffFbayesOrdinalMargEffFbayesOrdinalPredsFbayesPredsF
Dependencies:abindbackportsbayestestRcheckmateclidata.tabledatawizarddistributionalgenericsglueinsightlifecyclemagrittrmatrixStatsnumDerivpillarpkgconfigposteriorrlangtensorAtibbleutf8vctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bayesian marginal effects on count probabilities. | bayesCountMargEffF |
| Bayesian predictions of count probabilities. | bayesCountPredsF |
| Comparison of Bayesian marginal effects | bayesMargCompareF |
| Bayesian marginal effects on the mean scale. | bayesMargEffF bayesMargEffF.data.frame bayesMargEffF.stanreg |
| Bayesian marginal effects on the mean scale. | bayesOrdinalMargEffF |
| Bayesian predictions for ordinal models on the mean scale. | bayesOrdinalPredsF |
| Bayesian predictions on the mean scale. | bayesPredsF |