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R/bayes_R2.R

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#' @references
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#' Andrew Gelman, Ben Goodrich, Jonah Gabry, and Aki Vehtari (2018). R-squared
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#' for Bayesian regression models. \emph{The American Statistician}, to appear.
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#' DOI: 10.1080/00031305.2018.1549100.
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#' (\href{https://doi.org/10.1080/00031305.2018.1549100}{Journal},
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#' \href{http://www.stat.columbia.edu/~gelman/research/published/bayes_R2_v3.pdf}{Preprint},
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#' \doi{10.1080/00031305.2018.1549100}
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#' (\href{http://www.stat.columbia.edu/~gelman/research/published/bayes_R2_v3.pdf}{Preprint},
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#' \href{https://avehtari.github.io/bayes_R2/bayes_R2.html}{Notebook})
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#'
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#' @examples

man-roxygen/reference-loo.R

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#' Bayesian model evaluation using leave-one-out cross-validation and WAIC.
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#' \emph{Statistics and Computing}. 27(5), 1413--1432.
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#' doi:10.1007/s11222-016-9696-4. arXiv preprint:
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#' \url{https://arxiv.org/abs/1507.04544/}
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#' \url{https://arxiv.org/abs/1507.04544}
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#'
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#' Yao, Y., Vehtari, A., Simpson, D., and Gelman, A. (2018) Using
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#' stacking to average Bayesian predictive distributions. \emph{Bayesian
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#' Analysis}, advance publication, doi:10.1214/17-BA1091.
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#' (\href{https://projecteuclid.org/euclid.ba/1516093227}{online}).
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#' Analysis}, advance publication, \doi{10.1214/17-BA1091}.

vignettes/pooling.Rmd

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* Stan Development Team (2015) *Stan Modeling Language User's Guide
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and Reference Manual*. [ [web page]
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](https://mc-stan.org/documentation/)
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](https://mc-stan.org/documentation)
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* Tarone, R. E. (1982) The use of historical control information in
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testing for a trend in proportions. *Biometrics* **38**(1):215--220.
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Carpenter (2009) updates Efron and Morris's (1975) data set for the
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entire set of players for the entire 2006 American League season of
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Major League Baseball. The data was originally downloaded from the
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[baseball1.com](http://www.baseball1.com/).
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[baseball1.com](https://www.seanlahman.com/).
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* To load: `data(bball2006, package = "rstanarm")`
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* Data Source: [https://lingpipe-blog.com/2009/09/23/bayesian-estimators-for-the-beta-binomial-model-of-batting-ability](https://lingpipe-blog.com/2009/09/23/bayesian-estimators-for-the-beta-binomial-model-of-batting-ability/)

vignettes/rstanarm.Rmd

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```
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Details on the computation of Rhat and some of its limitations can be found in
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[Stan Modeling Language User's Guide and Reference Manual](https://mc-stan.org/users/documentation/).
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[Stan Modeling Language User's Guide and Reference Manual](https://mc-stan.org/users/documentation).
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### Divergent transitions
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