Nature

Log-linear models for assessing gene–age interaction and their application to case-control studies of the apolipoprotein E (apoE) gene in Alzheimer's disease

When researchers verify the effects of genes or gene–environment interactions on common diseases or age-related diseases, such as diabetes, cancer, or coronary heart disease, they usually regard age ...
Labroots

Log-linear Model for Modeling for Biases in Microbiome Studies

Microbiome sequencing data are known to be biased; the measured taxa relative abundances can be systematically distorted from their true values at every step in the experimental/analysis workflow. If ...
Nature

Guidance for the utility of linear models in meta-analysis of genetic association studies of binary phenotypes

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 ...
JSTOR Daily

The Exploratory Analysis of Survey Data Using Log-Linear Models

This is a preview. Log in through your library . Abstract The analysis of cross-classified discrete data using log-linear models is now as commonplace as the analysis of continuous data using linear ...
JSTOR Daily

Fitting Parametric Counting Processes by Using Log-Linear Models

This is a preview. Log in through your library . Abstract Counting processes constitute a means of describing how and when a series of events occurs to individuals. The risk or intensity of events, ...