ExploreModelMatrix
Graphical Exploration of Design Matrices
Bioconductor version: 3.23 · Package version: 1.24.0
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("ExploreModelMatrix")Details
| Maintainer | Charlotte Soneson <charlottesoneson@gmail.com> |
| Author | Charlotte Soneson [aut, cre] (ORCID: <https://orcid.org/0000-0003-3833-2169>), Federico Marini [aut] (ORCID: <https://orcid.org/0000-0003-3252-7758>), Michael Love [aut] (ORCID: <https://orcid.org/0000-0001-8401-0545>), Florian Geier [aut] (ORCID: <https://orcid.org/0000-0002-9076-9264>), Michael Stadler [aut] (ORCID: <https://orcid.org/0000-0002-2269-4934>) |
| License | MIT + file LICENSE |
| URL | https://github.com/csoneson/ExploreModelMatrix |
| Bug Reports | https://github.com/csoneson/ExploreModelMatrix/issues |
| Downloads rank | 430 |
| Source branch | RELEASE_3_23 |
| biocViews | DifferentialExpression, ExperimentalDesign, Regression, ShinyApps, Software |
Documentation
- Interactive exploration of design matrices with ExploreModelMatrix
- Deploying ExploreModelMatrix on a Shiny Server
Download
Dependencies
Imports: shiny (>= 1.5.0), shinydashboard, DT, cowplot, utils, dplyr, magrittr, tidyr, ggplot2, stats, methods, rintrojs, scales, tibble, MASS, limma, S4Vectors, shinyjs, rlang
Suggests: testthat (>= 2.1.0), knitr, rmarkdown, htmltools, BiocStyle
Reverse dependencies
Suggests Me (1): msqrob2