There is an increasing interest in investigating how the compositions of microbial communities are associated with human health and disease. In this package, we present a novel global testing method called aMiSPU, that is highly adaptive and thus high powered across various scenarios, alleviating the issue with the choice of a phylogenetic distance. Our simulations and real data analysis demonstrated that aMiSPU test was often more powerful than several competing methods while correctly controlling type I error rates.
|Depends:||R (≥ 3.2.3), vegan, ape, aSPU, cluster|
|Imports:||Rcpp (≥ 0.12.1)|
|Author:||Chong Wu, Wei Pan|
|Maintainer:||Chong Wu <wuxx0845 at umn.edu>|
|CRAN checks:||MiSPU results|
|Windows binaries:||r-devel: MiSPU_1.0.zip, r-release: MiSPU_1.0.zip, r-oldrel: MiSPU_1.0.zip|
|OS X Mavericks binaries:||r-release: MiSPU_1.0.tgz, r-oldrel: MiSPU_1.0.tgz|
Please use the canonical form https://CRAN.R-project.org/package=MiSPU to link to this page.