GeoDiff

DOI: 10.18129/B9.bioc.GeoDiff    

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

Count model based differential expression and normalization on GeoMx RNA data

Bioconductor version: Development (3.15)

A series of statistical models using count generating distributions for background modelling, feature and sample QC, normalization and differential expression analysis on GeoMx RNA data. The application of these methods are demonstrated by example data analysis vignette.

Author: Nicole Ortogero [cre], Lei Yang [aut], Zhi Yang [aut]

Maintainer: Nicole Ortogero <nortogero at nanostring.com>

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

Installation

To install this package, start R (version "4.2") and enter:

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

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

BiocManager::install("GeoDiff")

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("GeoDiff")

 

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Details

biocViews DifferentialExpression, GeneExpression, Normalization, Software
Version 1.1.2
In Bioconductor since BioC 3.14 (R-4.1) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.1.0), Biobase
Imports Matrix, robust, plyr, lme4, Rcpp (>= 1.0.4.6), withr, methods, graphics, stats, testthat, GeomxTools, NanoStringNCTools
LinkingTo Rcpp, RcppArmadillo, roptim
Suggests knitr, rmarkdown, dplyr
SystemRequirements
Enhances
URL https://github.com/Nanostring-Biostats/GeoDiff
BugReports https://github.com/Nanostring-Biostats/GeoDiff
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 GeoDiff_1.1.2.tar.gz
Windows Binary
macOS 10.13 (High Sierra) GeoDiff_1.1.2.tgz
Source Repository git clone https://git.bioconductor.org/packages/GeoDiff
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/GeoDiff
Package Short Url https://bioconductor.org/packages/GeoDiff/
Package Downloads Report Download Stats

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