robmixglm

Robust Generalized Linear Models (GLM) using Mixtures

CRAN Package

Robust generalized linear models (GLM) using a mixture method, as described in Beath (2018) . 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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  • Depends1 package
  • Imports13 packages
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