gcastro-98/bayesian-1st-assignment

Bayesian Statistics 1st assignment, by L. Bocchi & G. Castro, for the Data Science MSc (UB, 2022-23)

bayesian-1st-assignment

Bayesian Statistics 1st assignment, by L. Bocchi & G. Castro, for the Data Science MSc (UB, 2022-23). It consists in:

Exercise 1: Modelling Earthquake Waiting Times

Both using analytical derivations, as well as, Stan code.

Exercise 2: Bayesian analysis of the Diaconis' experiment model

We consider a more elaborate mixture prior for the spinning coin. The Bayesian analysis is performed:

1. Using the theoretical formulas (prior predictive pmf, posterior pdf, posterior predictive pmf)
2. Using independent random numbers (rbeta() functions, etc.)
3. Using JAGS
4. Using Stan