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).
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For attribution, please cite this work as
Pramana, et al., "The R Journal: IsoGene: An R Package for Analyzing Dose-response Studies in Microarray Experiments", The R Journal, 2010
BibTeX citation
@article{RJ-2010-001,
author = {Pramana, Setia and Lin, Dan and Haldermans, Philippe and Shkedy, Ziv and Verbeke, Tobias and Göhlmann, Hinrich and Bondt, An De and Talloen, Willem and Bijnens., Luc},
title = {The R Journal: IsoGene: An R Package for Analyzing Dose-response Studies in Microarray Experiments},
journal = {The R Journal},
year = {2010},
note = {https://doi.org/10.32614/RJ-2010-001},
doi = {10.32614/RJ-2010-001},
volume = {2},
issue = {1},
issn = {2073-4859},
pages = {5-12}
}