Ontology highlight
ABSTRACT:
ORGANISM(S): Rattus norvegicus
SUBMITTER: Martin McBride
PROVIDER: E-MEXP-2514 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Nucleic acids research 20100622 20
This article describes and illustrates a novel method of microarray data analysis that couples model-based clustering and binary classification to form clusters of `response-relevant' genes; that is, genes that are informative when discriminating between the different values of the response. Predictions are subsequently made using an appropriate statistical summary of each gene cluster, which we call the `meta-covariate' representation of the cluster, in a probit regression model. We first illus ...[more]