Prefacio
Estas son las notas de clase del curso XS-0128, basadas en los libros de Albert (2009), Cowles (2013), Gelman et al. (2013) y Kruschke (2014).
Albert, Jim. 2009.
Bayesian Computation with r. 2nd ed. Use r! Springer.
https://doi.org/10.1007/978-1-4419-2332-1.
Cowles, Kathryn M. 2013.
Applied Bayesian Statistics: With r and OpenBUGS Examples. Springer Texts in Statistics. Springer.
https://doi.org/10.1007/978-1-4419-9785-8.
Gelman, Andrew, John B. Carlin, Hal S. Stern, David B. Dunson, Aki Vehtari, and Donald B. Rubin. 2013.
Bayesian Data Analysis. 3rd ed. Chapman; Hall/CRC.
https://www.routledge.com/Bayesian-Data-Analysis-Third-Edition/Gelman-Carlin-Stern-Dunson-Vehtari-Rubin/p/book/9781439840955.
Kruschke, John K. 2014.
Doing Bayesian Data Analysis: A Tutorial with r, JAGS, and Stan. 2nd ed. Academic Press.
https://doi.org/10.1016/C2012-0-02716-5.