GSEArot-package: Gene Set Enrichment Analysis with rotation testing

In GSEArot: GSEA rotation

Description

This GSEA is similar to the original GSEA proposed by Subramanian et al. (2005). The difference lies in the fact that rotation testing is replacing the permutation testing. As shown by D\orum et al. (2009) rotation testing has higher power than permutation testing in case of small sample sizes.

Details

Package:	GSEArot
Type:	Package
Version:	1.0
Date:	2010-07-15
License:	GPL-2
LazyLoad:	yes

~~ An overview of how to use the package, including the most important ~~ ~~ functions ~~

Author(s)

Guro D\orum

Maintainer: <[e-mail]>

References

D\orum, G., Snipen, L., Solheim, M. and S\aeb\o (2009). Rotation Testing in Gene Set Enrichment Analysis for Small Direct Comparison Experiments. Statistical Applications in Genetics and Molecular Biology, 8(1), article 34.

Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S. and Mesirov, J. P (2005) Gene set enrichment analysis: A knowledge-based approach for interpreting genome-wide expression pro?les, PNAS, 102, 15545-15550.

GSEArot documentation built on May 2, 2019, 4:56 p.m.