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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.
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Install
install.packages('hit')
Monthly Downloads
73
Version
0.2-1
License
GPL (>= 2)
Issues
0
Pull Requests
0
Stars
2
Forks
0
Repository
https://github.com/QTCAT/hit
Maintainer
Jonas Klasen
Last Published
January 8th, 2016
Functions in hit (0.2-1)
Search functions
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