Duration: 12h. 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 ...

Michael Vogt, Oliver Linton, Classification of non-parametric regression functions in longitudinal data models, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 79, ...

The course contains five topics, including (1) principles of statistical analysis, including data preparation, statistical models, regression and classification, inference, prediction, and ...