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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.
Getting started
Browse package contents
Package details |
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| Author | Ann Stapleton [aut], Yishi Wang [aut, cre], Kaitlyn Hohmeier [aut], Jordan Tanley [aut] |
| Maintainer | Yishi Wang <wangy@uncw.edu> |
| License | GPL (>= 2) |
| Version | 0.1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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