ExploreModelMatrix
This is the development version of ExploreModelMatrix; for the stable release version, see ExploreModelMatrix.
Graphical Exploration of Design Matrices
Bioconductor version: Development (3.24)
Given a sample data table and a design formula, ExploreModelMatrix generates an interactive application for exploration of the resulting design matrix. This can be helpful for interpreting model coefficients and constructing appropriate contrasts in (generalized) linear models. Static visualizations can also be generated.
Author: Charlotte Soneson [aut, cre]
, Federico Marini [aut]
, Michael Love [aut]
, Florian Geier [aut]
, Michael Stadler [aut]
Maintainer: Charlotte Soneson <charlottesoneson at gmail.com>
citation("ExploreModelMatrix")):
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("ExploreModelMatrix")
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("ExploreModelMatrix")| ExploreModelMatrix | HTML | R Script |
| ExploreModelMatrix-deploy | HTML | R Script |
| Reference Manual | ||
| NEWS | Text | |
| LICENSE | Text |
Details
| biocViews | DifferentialExpression, ExperimentalDesign, Regression, ShinyApps, Software |
| Version | 1.25.0 |
| In Bioconductor since | BioC 3.11 (R-4.0) (6.5 years) |
| License | MIT + file LICENSE |
| Depends | |
| Imports | shiny (>= 1.5.0), shinydashboard, DT, cowplot, utils, dplyr, magrittr, tidyr, ggplot2, stats, methods, rintrojs, scales, tibble, MASS, limma, S4Vectors, shinyjs, rlang |
| System Requirements | |
| URL | https://github.com/csoneson/ExploreModelMatrix |
| Bug Reports | https://github.com/csoneson/ExploreModelMatrix/issues |
See More
| Suggests | testthat (>= 2.1.0), knitr, rmarkdown, htmltools, BiocStyle |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | msqrob2 |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | ExploreModelMatrix_1.25.0.tar.gz |
| Windows Binary (x86_64) | ExploreModelMatrix_1.25.0.zip (64-bit only) |
| macOS Binary (big-sur-x86_64) | ExploreModelMatrix_1.25.0.tgz |
| macOS Binary (sonoma-arm64) | ExploreModelMatrix_1.25.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/ExploreModelMatrix |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/ExploreModelMatrix |
| Bioc Package Browser | https://code.bioconductor.org/browse/ExploreModelMatrix/ |
| Package Short Url | https://bioconductor.org/packages/ExploreModelMatrix/ |
| Package Downloads Report | Download Stats |