Robust Generalized Linear Models (GLM) using Mixtures


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Documentation for package ‘robmixglm’ version 1.2-3

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