R Packages:
-
discreteMTP
-
Description: Multiple testing procedures for discrete test statistics, that use the known discrete null distribution of the p-values for simultaneous inference.
- Download: from CRAN repository.
- Related paper: False discovery rate controlling procedures for discrete tests
-
-
HHG
- Download:from CRAN repository; local copy - Source .
- Related papers: A consistent multivariate test of association based on ranks of distances,Consistent distribution-free tests of association between univariate random variables.
-
Crossmatch
-
Description: This package performs a test for comparing two multivariate distributions by using the distance between observations. The input is a distance matrix and the labels of the two groups to be compared, the output is the number of cross-matches and a p-value.
- Download: from CRAN repository.
-
Related paper:
Rosenbaum, P.R. (2005),
An exact distribution-free test comparing two multivariate distributions based on adjacency
Journal of the Royal Statistical Society: Series B (Statistical Methodology), 67, 4, 515-530.
-
Script Files
-
A Flexible 2 Stage Procedure for Identifying Gene Sets that are Differentially Expressed
- Download: R code in .txt file.
- Related paper: A Flexible 2 Stage Procedure for Identifying Gene Sets that are Differentially Expressed
-
Matching methods for observational microarray studies
- Download: R code in .txt file.
- Related paper: Matching methods for observational microarray studies
-
Screening for partial conjunction hypotheses
- Download: Matlab code in .RAR file.
- Related paper: Screening for partial conjunction hypotheses
-
Cluster Based Analysis of FMRI Data
- Download: Matlab code in .RAR file.
- Related paper: Cluster-based analysis of FMRI data