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CIS.DGLM  

Covariates, Interaction, and Selection for DGLM
View on CRAN: Click here


Download and install CIS.DGLM package within the R console
Install from CRAN:
install.packages("CIS.DGLM")

Install from Github:
library("remotes")
install_github("cran/CIS.DGLM")

Install by package version:
library("remotes")
install_version("CIS.DGLM", "0.1.0")



Attach the package and use:
library("CIS.DGLM")
Maintained by
Yishi Wang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-01-17
Latest Update: 2022-01-17
Description:
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.
How to cite:
Yishi Wang (2022). CIS.DGLM: Covariates, Interaction, and Selection for DGLM. R package version 0.1.0, https://cran.r-project.org/web/packages/CIS.DGLM
Previous versions and publish date:
No previous versions
Other packages that cited CIS.DGLM R package
View CIS.DGLM citation profile
Other R packages that CIS.DGLM depends, imports, suggests or enhances
Functions, R codes and Examples using the CIS.DGLM R package
Some associated functions: bootstrap . draw.crossplots . draw.squareplots . forward.sel.dglm . forward.sel.dglm.real . mean_stress . sd.stress . simu.inter.dat.interboth . 
Some associated R codes: Boot.functions.R . Crossplots.functions.R . DGLMsimu.functions.R . forselhyb.functions.R .  Full CIS.DGLM package functions and examples
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