Fitting — statistical modeling and analysis for physics

Abstract

I review aspects of statistical modeling and analysis, taking a pedagogical approach based on Lindley & Phillips (1976). We tackle the problem using Markov Chain Monte Carlo tools, including emcee, numpyro and pymc.