Bayesian Statistics

In this semilab, I will introduce Bayesian Data Analysis. In Bayesian Analysis, we attempt to ask practically relevant questions of data that originates from problems that involve measurement errors (of probabilistic origin). During the semilab we will develop the foundations of probability, dive a little into its history, and show how most Bayesian problems can be solved by computer simulation, which we will perform in either python or Julia.