Linear and logistic regression models are essential tools for quantifying the relationship between outcomes and exposures. Understanding the mathematics behind these models and being able to apply ...

An introduction to the theory and application of generalized linear models for the analysis of continuous, categorical, count and survival data.

Catalog : MATH.2210 Introduction to Linear Algebra (Formerly 92.221) MATH.2210 — Undergraduate Id: 008281 Offering: 1 Credits: 3-3 Description Elementary set theory and solution sets of systems of ...

In this paper, we extend to generalized linear models the robust model selection methodology of Müller and Welsh (2005). As in Müller and Welsh (2005), we combine a robust penalized measure of fit to ...

Linear mixed models are increasingly used for the analysis of genome-wide association studies (GWAS) of binary phenotypes because they can efficiently and robustly account for population ...