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OpenStats

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

A Robust and Scalable Software Package for Reproducible Analysis of High-Throughput genotype-phenotype association


Bioconductor version: Development (3.24)

Package contains several methods for statistical analysis of genotype to phenotype association in high-throughput screening pipelines.

Author: Hamed Haseli Mashhadi

Maintainer: Marina Kan <marinak at ebi.ac.uk>

Citation (from within R, enter citation("OpenStats")):
Seminal Bioconductor project articles:

Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.

Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.

Installation

To install this package, start R (version "4.6") and enter:


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

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("OpenStats")

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("OpenStats")
OpenStats HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews BatchEffect, Bayesian, Software, StatisticalMethod
Version 1.25.1
In Bioconductor since BioC 3.11 (R-4.0) (6.5 years)
License GPL (>= 2)
Depends nlme
Imports MASS, jsonlite, Hmisc, methods, knitr, AICcmodavg, car, rlist, summarytools, graphics, stats, utils
System Requirements
URL https://git.io/Jv5w0
Bug Reports https://git.io/Jv5wg
See More
Suggests rmarkdown
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
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Build Report Build Report

Package Archives

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

Source Package OpenStats_1.25.1.tar.gz
Windows Binary (x86_64) OpenStats_1.25.1.zip
macOS Binary (big-sur-x86_64) OpenStats_1.25.1.tgz
macOS Binary (sonoma-arm64) OpenStats_1.25.1.tgz
Source Repository git clone https://git.bioconductor.org/packages/OpenStats
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/OpenStats
Bioc Package Browser https://code.bioconductor.org/browse/OpenStats/
Package Short Url https://bioconductor.org/packages/OpenStats/
Package Downloads Report Download Stats