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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.
| Version: | 0.1.0 |
| Imports: | plyr, ggplot2, ks |
| Published: | 2019-09-13 |
| Author: | John Pura, Cliburn Chan, and Jichun Xie |
| Maintainer: | John Pura <john.pura at duke.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | TEAM results |
| Reference manual: | TEAM.pdf |
| Package source: | TEAM_0.1.0.tar.gz |
| Windows binaries: | r-devel: TEAM_0.1.0.zip, r-release: TEAM_0.1.0.zip, r-oldrel: TEAM_0.1.0.zip |
| macOS binaries: | r-release (arm64): TEAM_0.1.0.tgz, r-oldrel (arm64): TEAM_0.1.0.tgz, r-release (x86_64): TEAM_0.1.0.tgz, r-oldrel (x86_64): TEAM_0.1.0.tgz |
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