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TEAM  

Multiple Hypothesis Testing on an Aggregation Tree Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TEAM", "0.1.0")



Attach the package and use:
library("TEAM")
Maintained by
John Pura
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-13
Latest Update: 2019-09-13
Description:
An implementation of the TEAM algorithm to identify local differences between two (e.g. case and control) independent, univariate distributions, as described in J Pura, C Chan, and J Xie (2019) <doi:10.48550/arXiv.1906.07757>. The algorithm is based on embedding a multiple-testing procedure on a hierarchical structure to identify high-resolution differences between two distributions. The hierarchical structure is designed to identify strong, short-range differences at lower layers and weaker, but long-range differences at increasing layers. TEAM yields consistent layer-specific and overall false discovery rate control.
How to cite:
John Pura (2019). TEAM: Multiple Hypothesis Testing on an Aggregation Tree Method. R package version 0.1.0, https://cran.r-project.org/web/packages/TEAM. Accessed 30 Apr. 2025.
Previous versions and publish date:
0.1.0 (2019-09-13 12:10)
Other packages that cited TEAM R package
View TEAM citation profile
Other R packages that TEAM depends, imports, suggests or enhances
Complete documentation for TEAM
Functions, R codes and Examples using the TEAM R package
Some associated functions: TEAM . chunk.sum . est.FDR.hat.l . est.c.hat . expand.mat . splitNoOverlap . valid.counts . 
Some associated R codes: TEAM.R . chunksum.R . estFDRhatl.R . estchat.R . expandmat.R . splitNoOverlap.R . validcounts.R .  Full TEAM package functions and examples
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