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 ...

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, ...

We introduce a fast stepwise regression method, called the orthogonal greedy algorithm (OGA), that selects input variables to enter a p-dimensional linear regression model (with p ≫ n, the sample size ...

Objective To characterise the use of the prostate specific antigen (PSA) test in primary care in England. Design Population based open cohort study. Setting England. Participants 10 235 805 male ...

This is a preview. Log in through your library . Abstract The ratio-correlation method of population estimation is shown to contain an inconsistent temporal relationship between the model's empirical ...