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depower  

Power Analysis for Differential Expression Studies
View on CRAN: Click here


Download and install depower package within the R console
Install from CRAN:
install.packages("depower")

Install from Github:
library("remotes")
install_github("cran/depower")

Install by package version:
library("remotes")
install_version("depower", "2024.12.4")



Attach the package and use:
library("depower")
Maintained by
Brett Klamer
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-12-08
Latest Update: 2024-12-08
Description:
Provides a convenient framework to simulate, test, power, and visualize data for differential expression studies with lognormal or negative binomial outcomes. Supported designs are two-sample comparisons of independent or dependent outcomes. Power may be summarized in the context of controlling the per-family error rate or family-wise error rate. Negative binomial methods are described in Yu, Fernandez, and Brock (2017) <doi:10.1186/s12859-017-1648-2> and Yu, Fernandez, and Brock (2020) <doi:10.1186/s12859-020-3541-7>.
How to cite:
Brett Klamer (2024). depower: Power Analysis for Differential Expression Studies. R package version 2024.12.4, https://cran.r-project.org/web/packages/depower. Accessed 05 Jan. 2025.
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