A.2 Material on Bayesian Data Analysis:

• “Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan” by J. Kruschke (Kruschke 2015)
• “Bayesian Data Analysis” by A. Gelman et al. (Gelman et al. 2014)
• “Statistical Rethinking: A Bayesian Course with Examples in R and Stan” by R. McElreath (McElreath 2015)
  • webbook based on McElreath’s book: Statistical Rethinking with brms, ggplot2, and the tidyverse by Solomon Kurz

References

Gelman, Andrew, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, and Donald B. Rubin. 2014. Bayesian Data Analysis. Chapman; Hall/CRC.

Kruschke, John. 2015. Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan. Academic Press.

McElreath, Richard. 2015. Statistical Rethinking: A Bayesian Course with Examples in R and Stan. Chapman; Hall/CRC.