multistateQTL
This is the development version of multistateQTL; for the stable release version, see multistateQTL.
Toolkit for the analysis of multi-state QTL data
Bioconductor version: Development (3.24)
A collection of tools for doing various analyses of multi-state QTL data, with a focus on visualization and interpretation. The package 'multistateQTL' contains functions which can remove or impute missing data, identify significant associations, as well as categorise features into global, multi-state or unique. The analysis results are stored in a 'QTLExperiment' object, which is based on the 'SummarisedExperiment' framework.
Author: Christina Del Azodi [aut], Davis McCarthy [ctb], Amelia Dunstone [cre, aut]
Maintainer: Amelia Dunstone <amelia.dunstone at svi.edu.au>
citation("multistateQTL")):
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("multistateQTL")
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("multistateQTL")| multistateQTL: Orchestrating multi-state QTL analysis in R | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | FunctionalGenomics, GeneExpression, SNP, Sequencing, Software, Visualization |
| Version | 2.5.0 |
| In Bioconductor since | BioC 3.19 (R-4.4) (2.5 years) |
| License | GPL-3 |
| Depends | QTLExperiment, SummarizedExperiment, ComplexHeatmap, collapse |
| Imports | methods, S4Vectors, data.table, grid, dplyr, tidyr, matrixStats, stats, fitdistrplus, viridis, ggplot2, circlize, mashr, grDevices |
| System Requirements | |
| URL | https://github.com/dunstone-a/multistateQTL |
| Bug Reports | https://github.com/dunstone-a/multistateQTL/issues |
See More
| Suggests | testthat, BiocStyle, knitr, covr, rmarkdown |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | multistateQTL_2.5.0.tar.gz |
| Windows Binary (x86_64) | multistateQTL_2.5.0.zip |
| macOS Binary (big-sur-x86_64) | multistateQTL_2.5.0.tgz |
| macOS Binary (sonoma-arm64) | multistateQTL_2.5.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/multistateQTL |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/multistateQTL |
| Bioc Package Browser | https://code.bioconductor.org/browse/multistateQTL/ |
| Package Short Url | https://bioconductor.org/packages/multistateQTL/ |
| Package Downloads Report | Download Stats |