Ontology highlight
ABSTRACT:
SUBMITTER: Cui H
PROVIDER: S-EPMC4574103 | biostudies-literature | 2015 Jun
REPOSITORIES: biostudies-literature
Journal of the American Statistical Association 20150601 510
This work is concerned with marginal sure independence feature screening for ultra-high dimensional discriminant analysis. The response variable is categorical in discriminant analysis. This enables us to use conditional distribution function to construct a new index for feature screening. In this paper, we propose a marginal feature screening procedure based on empirical conditional distribution function. We establish the sure screening and ranking consistency properties for the proposed proced ...[more]