hit: Hierarchical Inference Testing
Version 0.4.0

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

Browse man pages Browse package API and functions Browse package files

AuthorJonas Klasen [aut, cre]
Date of publication2016-11-17 18:33:54
MaintainerJonas Klasen <qtcat@gmx.de>
LicenseGPL (>= 2)
Version0.4.0
URL https://github.com/QTCAT/hit
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("hit")

Man pages

as.hierarchy: Hierarchy Structure
dend2hier: Create a hierarchy from a dendrogram
fast.anova: Fast ANOVA
fast.glmanova: Fast GLM F test of LR test ANOVA
fast.lmanova: Fast LM F test ANOVA
heightDendrogram: Heights of Dendrogram
hit: Hierarchical Inference Testing
hit-package: Hierarchical Inference Testing
names.hierarchy: Names of Hierarchy
reorder.hierarchy: Reorder Hierarchy
samp1.lambda.overall: Cross-validation of LASSO penenlty lambda
samp1.lasso.overall: Variabel Screening
samp1.lasso.split: Variabel Screening
samp2.sigHierarchy: Variabel Testing along the hierarchy
samp2.sigNode: ANOVA testing and multiplicity adjustment
summary.hit: Summary of HIT

Functions

HIT Man page
as.hierarchy Man page Source code
as.hierarchy.dendrogram Source code
as.hierarchy.hclust Source code
dend2hier Man page Source code
fast.anova Man page Source code
fast.glmanova Man page Source code
fast.lmanova Man page Source code
heightDendrogram Man page Source code
hit Man page Source code
hit-package Man page
names.hierarchy Man page Source code
reorder.hierarchy Man page Source code
samp1.lambda.overall Man page Source code
samp1.lasso.overall Man page Source code
samp1.lasso.split Man page Source code
samp2.sigHierarchy Man page Source code
samp2.sigNode Man page Source code
summary.hit Man page Source code

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test_hit.R
tests/testthat/test_hierarchy.R
src
src/hierarchy.cpp
src/RcppExports.cpp
NAMESPACE
NEWS.md
R
R/anova.R
R/RcppExports.R
R/hit.R
R/hierarchy.R
R/hitPackage.R
README.md
MD5
DESCRIPTION
man
man/samp2.sigNode.Rd
man/samp1.lasso.split.Rd
man/reorder.hierarchy.Rd
man/hit-package.Rd
man/names.hierarchy.Rd
man/summary.hit.Rd
man/as.hierarchy.Rd
man/dend2hier.Rd
man/fast.lmanova.Rd
man/samp1.lambda.overall.Rd
man/fast.anova.Rd
man/heightDendrogram.Rd
man/fast.glmanova.Rd
man/samp2.sigHierarchy.Rd
man/samp1.lasso.overall.Rd
man/hit.Rd
hit documentation built on May 19, 2017, 11:37 p.m.