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robmixglm

Robust Generalized Linear Models (GLM) using Mixtures

v1.2-5 · Oct 31, 2025 · GPL (>= 2)

Description

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.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Reverse Dependencies (2)

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Dependencies Reverse dependencies fastGHQuad bbmle VGAM actuar Rcpp boot numDeriv doParallel foreach doRNG MASS VIM emmeans robmixglm

Version History

new 1.2-5 Mar 9, 2026