Part III

The Generalized Linear Model

We’re finally ready for the workhorse of applied statistics, the generalized linear model (GLM)! “The GLM encompasses multiple linear regression, logistic regression, and Bayesian analogues to classical analysis of variance (ANOVA) and frequency-table analysis, among other cases” (Kruschke, 2015, p. 417).

Kruschke, J. K. (2015). Doing Bayesian data analysis: A tutorial with R, JAGS, and Stan. Academic Press. https://sites.google.com/site/doingbayesiandataanalysis/