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, ...
Advances in digital health have enabled the collection of intensive longitudinal data from patient-reported outcomes, particularly through smartphones and wearable devices. These developments have ...
Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...
Some results have been hidden because they may be inaccessible to you
Show inaccessible results