Learn R Programming
⚠️There's a newer version (0.4.0) of this package.Take me there.

hit (version 0.2-1)

Hierarchical Inference Testing

Description

Hierarchical inference testing (HIT) for (generalized) linear models with correlated covariates applicable to high-dimensional settings.

Copy Link

Version

Install

install.packages('hit')

Monthly Downloads

9

Version

0.2-1

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

2

Forks

0

Maintainer

Jonas Klasen

Last Published

January 8th, 2016

Functions in hit (0.2-1)

hit-package

Hierarchical Inference Testing
fast.lmanova

Fast LM F test ANOVA
as.hierarchy

Hierarchy Structure
dend2hier

Create a hierarchy from a dendrogram
samp2.sigNode

ANOVA testing and multiplicity adjustment
reorder.hierarchy

Reorder Hierarchy
summary.hit

Summary of HIT
fast.glmanova

Fast GLM F test of LR test ANOVA
samp2.sigHierarchy

Variabel Testing along the hierarchy
heightHierarchy

Heights of Hierarchy
names.hierarchy

Names of Hierarchy
samp1.lasso

Variabel Screening
fast.anova

Fast ANOVA
hit

Hierarchical Inference Testing
heightDendrogram

Heights of Dendrogram
opt.penalty

Cross-validation of LASSO alpha and lambda