countgmifs (version 0.0.2)

Discrete Response Regression for High-Dimensional Data

Description

Provides a function for fitting Poisson and negative binomial regression models when the number of parameters exceeds the sample size, using the the generalized monotone incremental forward stagewise method.

Copy Link

Version

Install

install.packages('countgmifs')

Monthly Downloads

186

Version

0.0.2

License

GPL (>= 2)

Maintainer

Kellie Archer

Last Published

January 8th, 2020

Functions in countgmifs (0.0.2)

summary.countgmifs

Summarize a Count GMIFS Object.

countgmifs-package

countgmifs: Discrete Response Generalized Monotone Incremental Forward Stagewise Regression

predict.countgmifs

Predict Outcome for Count GMIFS Fitted Model.

print.countgmifs

Print the Contents of a Count GMIFS Fitted Object.

countgmifs-internal

Functions Called by countgmifs Functions, Not by the User

plot.countgmifs

Plot Solution Path for a Count GMIFS Fitted Model.

coef.countgmifs

Extract Model Coefficients.

countgmifs

Discrete Response Generalized Monotone Incremental Forward Stagewise Regression.