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hit (version 0.2-0)

Hierarchical Inference Testing

Description

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

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Install

install.packages('hit')

Monthly Downloads

9

Version

0.2-0

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

2

Forks

0

Maintainer

Jonas Klasen

Last Published

December 4th, 2015

Functions in hit (0.2-0)

hit-package

Hierarchical Inference Testing
hit

Hierarchical Inference Testing
as.hierarchy

Hierarchy Structure
dend2hier

Create a hierarchy from a dendrogram
fast.glmanova

Fast GLM F test of LR test ANOVA
heightDendrogram

Heights of Dendrogram
reorder.hierarchy

Reorder Hierarchy
samp2.sigNode

ANOVA testing and multiplicity adjustment
summary.hit

Summary of HIT
fast.anova

Fast ANOVA
samp2.sigHierarchy

Variabel Testing
fast.lmanova

Fast LM F test ANOVA
samp1.lasso

Variabel Screening
heightHierarchy

Heights of Hierarchy
names.hierarchy

Names of Hierarchy