IsoGene is an R package for the analysis of dose-response microarray experiments to identify gene or subsets of genes with a monotone relationship between the gene expression and the doses. Several testing procedures (i.e., the likelihood ratio test, Williams, Marcus, the M, and Modified M), that take into account the order restriction of the means with respect to the increasing doses are implemented in the package. The inference is based on resampling methods, both permutations and the Significance Analysis of Microarrays (SAM).
Keywords for this software
References in zbMATH (referenced in 2 articles )
Showing results 1 to 2 of 2.
- Sweeney, Elizabeth; Crainiceanu, Ciprian; Gertheiss, Jan: Testing differentially expressed genes in dose-response studies and with ordinal phenotypes (2016)
- Gertheiss, Jan: ANOVA for factors with ordered levels (2014)