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, ...

Abstract: The Intelligent Transportation System has improved the automobile industry by offering services that ensure the safety and comfort of stakeholders. Wireless information exchange is preferred ...

\ifnum\value{footnote}=0\blfootnotetext{#2}\else\svfootnotetext{#2}\fi% \section*{Additive Models, Trees, and Related Methods} In this chapter we begin our discussion of some specific methods for ...

The dataset used in this study was provided by the university for academic purposes and contains anonymized and aggregated health features. Due to data-sharing restrictions, the raw data cannot be ...

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 ...