Lisa Schlosser, Torsten Hothorn, Reto Stauffer, Achim Zeileis, DISTRIBUTIONAL REGRESSION FORESTS FOR PROBABILISTIC PRECIPITATION FORECASTING IN COMPLEX TERRAIN, The Annals of Applied Statistics, Vol.

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...