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hierinf

This is the development version of hierinf; for the stable release version, see hierinf.

Hierarchical Inference

Bioconductor version: Development (3.18)

Tools to perform hierarchical inference for one or multiple studies / data sets based on high-dimensional multivariate (generalised) linear models. A possible application is to perform hierarchical inference for GWA studies to find significant groups or single SNPs (if the signal is strong) in a data-driven and automated procedure. The method is based on an efficient hierarchical multiple testing correction and controls the FWER. The functions can easily be run in parallel.

Author: Claude Renaux [aut, cre], Laura Buzdugan [aut], Markus Kalisch [aut], Peter Bühlmann [aut]

Maintainer: Claude Renaux <renaux at stat.math.ethz.ch>

Citation (from within R, enter citation("hierinf")):

Installation

To install this package, start R (version "4.3") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("hierinf")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("hierinf")
vignette-hierinf.Rnw PDF R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

biocViews Clustering, GenomeWideAssociation, LinkageDisequilibrium, Regression, SNP, Software
Version 1.19.0
In Bioconductor since BioC 3.8 (R-3.5) (5 years)
License GPL-3 | file LICENSE
Depends R (>= 3.6.0)
Imports fmsb, glmnet, methods, parallel, stats
Linking To
Suggests knitr, MASS, testthat
System Requirements
Enhances
URL
See More
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package hierinf_1.19.0.tar.gz
Windows Binary hierinf_1.19.0.zip
macOS Binary (x86_64) hierinf_1.19.0.tgz
macOS Binary (arm64) hierinf_1.19.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/hierinf
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/hierinf
Bioc Package Browser https://code.bioconductor.org/browse/hierinf/
Package Short Url https://bioconductor.org/packages/hierinf/
Package Downloads Report Download Stats