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 ...
JSTOR Daily

Monte Carlo Exact Conditional Tests for Log-Linear and Logistic Models

The form of the exact conditional distribution of a sufficient statistic for the interest parameters, given a sufficient statistic for the nuisance parameters, is derived for a generalized linear ...
JSTOR Daily

Biases in estimating the effect of cumulative exposure in log-linear models when estimated exposure levels are assigned

Objectives Exposure-response trends in occupational studies of chronic disease are often modeled via log-linear models with cumulative exposure as the metric of interest. Exposure levels for most ...