Package: robmixglm 1.2-9

robmixglm: Robust Generalized Linear Models (GLM) using Mixtures

Robust generalized linear models (GLM) using a mixture method, as described in Beath (2018) <doi:10.1080/02664763.2017.1414164>. This assumes that the data are a mixture of standard observations, being a generalised linear model, and outlier observations from an overdispersed generalized linear model. The overdispersed linear model is obtained by including a normally distributed random effect in the linear predictor of the generalized linear model.

Authors:Ken Beath [aut, cre]

robmixglm_1.2-9.tar.gz
robmixglm_1.2-9.zip(r-4.7-x86_64)robmixglm_1.2-9.zip(r-4.7-arm64)robmixglm_1.2-9.zip(r-4.6-x86_64)robmixglm_1.2-9.zip(r-4.6-arm64)robmixglm_1.2-9.zip(r-4.5-x86_64)
robmixglm_1.2-9.tgz(r-4.6-x86_64)robmixglm_1.2-9.tgz(r-4.6-arm64)robmixglm_1.2-9.tgz(r-4.5-x86_64)robmixglm_1.2-9.tgz(r-4.5-arm64)
robmixglm_1.2-9.tar.gz(r-4.7-arm64)robmixglm_1.2-9.tar.gz(r-4.7-x86_64)robmixglm_1.2-9.tar.gz(r-4.6-arm64)robmixglm_1.2-9.tar.gz(r-4.6-x86_64)
robmixglm_1.2-9.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
robmixglm/json (API)

# Install 'robmixglm' in R:

install.packages('robmixglm', repos = c('https://kjbeath.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

diabdata - Diabetes data
hospcosts - Hospital Costs data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

3.32 score 6.9k downloads 23 exports 13 dependencies

Last updated from:3f694ef23f. Checks:15 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	111
linux-devel-x86_64	OK	179
source / vignettes	OK	192
linux-release-arm64	OK	97
linux-release-x86_64	OK	127
macos-release-arm64	OK	147
macos-release-x86_64	OK	230
macos-oldrel-arm64	OK	150
macos-oldrel-x86_64	OK	296
windows-devel-arm64	OK	273
windows-devel-x86_64	OK	144
windows-release-arm64	OK	217
windows-release-x86_64	OK	114
windows-oldrel-x86_64	OK	109
wasm-release	OK	99

Exports:AIC.robmixglm BIC.robmixglm coef.robmixglm extractAIC.robmixglm fitted.robmixglm logLik.robmixglm outlierProbs outlierProbs.robmixglm outlierProbsMix outlierProbsMix.robmixglm outlierTest outlierTest.robmixglm outlierTestMix outlierTestMix.robmixglm predict.robmixglm print.outlierTest print.outlierTestMix print.summary.outlierTest print.summary.outlierTestMix robmixglm summary.outlierTest summary.outlierTestMix summary.robmixglm

Dependencies:actuar bbmle bdsmatrix boot expint fastGHQuad lattice MASS Matrix mvtnorm numDeriv Rcpp VGAM

robmixglm: An R Package for the Analysis of Robust Generalized Linear Models

Rendered fromrobmixglm-package.html.asisusingR.rsp::asis

Last update: 2026-10-04
Started: 2026-10-04

Help page	Topics
Fits random effects meta-analysis models including robust models	robmixglm-package
AIC for robmixglm object	AIC.robmixglm
BIC for robmixglm object	BIC.robmixglm
Coefficients for a robmixglm object	coef coef.robmixglm
Diabetes data	diabdata
Extract AIC from a Fitted Model	extractAIC.robmixglm
Fitted values.	fitted.robmixglm
Hospital Costs data	hospcosts
log Likelikelihood for robmixglm object	logLik.robmixglm
Calculate outlier probabilities for each observation.	outlierProbs outlierProbs.robmixglm
Calculate outlier probabilities for each observation.	outlierProbsMix outlierProbsMix.robmixglm
Test for the presence of outliers.	outlierTest outlierTest.robmixglm
Test for the presence of outliers.	outlierTestMix outlierTestMix.robmixglm
Plot outlier probabilities.	plot.outlierProbs
Plot outlier probabilities.	plot.outlierProbsMix
Predict Method for robmixglm	predict.robmixglm
Print an outlierTest object	print.outlierTest print.summary.outlierTest summary.outlierTest
Print an outlierTestMix object	print.outlierTestMix print.summary.outlierTestMix summary.outlierTestMix
Extract Model Residuals	residuals.robmixglm
Fits a Robust Generalized Linear Model and Variants	robmixglm
summaryficients for robmixglm object	summary.robmixglm

Package: robmixglm 1.2-9

robmixglm: Robust Generalized Linear Models (GLM) using Mixtures

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)