Ontology highlight
ABSTRACT:
SUBMITTER: Wang B
PROVIDER: S-EPMC3838845 | biostudies-other | 2013
REPOSITORIES: biostudies-other
Computational and mathematical methods in medicine 20131107
Regression models are introduced into the receiver operating characteristic (ROC) analysis to accommodate effects of covariates, such as genes. If many covariates are available, the variable selection issue arises. The traditional induced methodology separately models outcomes of diseased and nondiseased groups; thus, separate application of variable selections to two models will bring barriers in interpretation, due to differences in selected models. Furthermore, in the ROC regression, the accu ...[more]