gllm (version 0.38)

Generalised log-Linear Model

Description

Routines for log-linear models of incomplete contingency tables, including some latent class models, via EM and Fisher scoring approaches. Allows bootstrapping. See Espeland and Hui (1987) for general approach.

Copy Link

Version

Install

install.packages('gllm')

Monthly Downloads

291

Version

0.38

License

GPL-2 | GPL-3

Maintainer

David Duffy

Last Published

October 18th, 2022

Functions in gllm (0.38)

scatter

Create a filter matrix from a summary array of indices

scoregllm

Generalized log-linear modelling via Fisher scoring

summary.gllm

Summarize results of gllm

anova.gllm

Summarize multiple results from gllm

emgllmfitter

Generalized log-linear modelling by EM and iterative proportional fitting

boot.table

Produce one bootstrap replicate of a vector of counts

gllm

Generalized log-linear modelling

boot.gllm

Bootstrap for generalized log-linear modelling

emgllm

Generalized log-linear modelling by EM and iterative proportional fitting

lsat

Five dichotomous items from the Law School Admission Test (LSAT)

ld2

Estimate linkage disequilibrium between two codominant autosomal loci

ld2.model

Write design and filter matrices for log-linear model of linkage disequilibrium between two codominant autosomal loci

hildesheim

Invasive Cervical Cancer v exposure to Herpes Simplex Virus