Resources
You can download the .bib file containing all references mentioned during the course by clicking on the button below.
.bib file containined all mentiond references
Recommended book: Statistical Rethinking
McElreath, R. (2020), Statistical Rethinking: A Bayesian Course with Examples in R and Stan. Second Edition. CRC Press.
Official links:
Translation with tidyverse and brms (online) :
- Kurz, A. S. (2022), Statistical Rethinking with brms, ggplot2, and the tidyverse: Second edition.
Other books
Some other books I have used to prepare this course:
- Kruschke, J. K. (2015), Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan.
- Lambert, B. (2018), A Student’s Guide to Bayesian Statistics.
- Gelman, A., Carlin, J., Stern, H., Dunson, D., Vehtari, A., & Rubin, D. (2013), Bayesian Data Analysis.
- Noël, Y. (2015). Psychologie statistique avec R.
- Nicenboim, B., Schad, D., & Vasishth, S. (2021). An Introduction to Bayesian Data Analysis for Cognitive Science. Available online.