Ontology highlight
ABSTRACT:
SUBMITTER: Stanfill B
PROVIDER: S-EPMC6630079 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Biomedical engineering and computational biology 20190715
Classification is a common technique applied to 'omics data to build predictive models and identify potential markers of biomedical outcomes. Despite the prevalence of case-control studies, the number of classification methods available to analyze data generated by such studies is extremely limited. Conditional logistic regression is the most commonly used technique, but the associated modeling assumptions limit its ability to identify a large class of sufficiently complicated 'omic signatures. ...[more]