Covariates, Interaction, and Selection for DGLM

An implementation of double generalized linear model (DGLM) building with variable selection procedures and handling of interaction terms and other complex situations. We also provide a method of handling convergence issues within the dglm() function. The package offers a simulation function for generating simulated data for testing purposes and utilizes the forward stepwise variable selection procedure in model-building. It also provides a new custom bootstrap function for mean and standard deviation estimation and functions for building crossplots and squareplots from a data set.


Reference manual

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install.packages("CIS.DGLM")

0.1.0 by Yishi Wang, 5 years ago


Browse source code at https://github.com/cran/CIS.DGLM


Authors: Ann Stapleton [aut] , Yishi Wang [aut, cre] , Kaitlyn Hohmeier [aut] , Jordan Tanley [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports ggplot2, dglm, RColorBrewer, dplyr


See at CRAN