hit: Hierarchical Inference Testing

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

Author
Jonas Klasen [aut, cre]
Date of publication
2016-11-17 18:33:54
Maintainer
Jonas Klasen <qtcat@gmx.de>
License
GPL (>= 2)
Version
0.4.0
URLs

View on CRAN

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

Files in this package

hit
hit/tests
hit/tests/testthat.R
hit/tests/testthat
hit/tests/testthat/test_hit.R
hit/tests/testthat/test_hierarchy.R
hit/src
hit/src/hierarchy.cpp
hit/src/RcppExports.cpp
hit/NAMESPACE
hit/NEWS.md
hit/R
hit/R/anova.R
hit/R/RcppExports.R
hit/R/hit.R
hit/R/hierarchy.R
hit/R/hitPackage.R
hit/README.md
hit/MD5
hit/DESCRIPTION
hit/man
hit/man/samp2.sigNode.Rd
hit/man/samp1.lasso.split.Rd
hit/man/reorder.hierarchy.Rd
hit/man/hit-package.Rd
hit/man/names.hierarchy.Rd
hit/man/summary.hit.Rd
hit/man/as.hierarchy.Rd
hit/man/dend2hier.Rd
hit/man/fast.lmanova.Rd
hit/man/samp1.lambda.overall.Rd
hit/man/fast.anova.Rd
hit/man/heightDendrogram.Rd
hit/man/fast.glmanova.Rd
hit/man/samp2.sigHierarchy.Rd
hit/man/samp1.lasso.overall.Rd
hit/man/hit.Rd