CIS.DGLM: 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.
| Version: |
0.1.0 |
| Imports: |
ggplot2, dglm, RColorBrewer, dplyr |
| Published: |
2022-01-17 |
| Author: |
Ann Stapleton [aut],
Yishi Wang [aut, cre],
Kaitlyn Hohmeier [aut],
Jordan Tanley [aut] |
| Maintainer: |
Yishi Wang <wangy at uncw.edu> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| CRAN checks: |
CIS.DGLM results |
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