Open AccessOn marginal sliced inverse regression for ultrahigh dimensional model-free feature selection
Author(s) -
Zhou Yu,
Yuexiao Dong,
Jun Shao
Publication year - 2016
Publication title -
annals of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.877
H-Index - 178
eISSN - 2168-8966
pISSN - 0090-5364
DOI - 10.1214/15-aos1424
Subject(s) - sliced inverse regression , mathematics , feature selection , independence (probability theory) , dimensionality reduction , statistics , sample size determination , model selection , consistency (knowledge bases) , curse of dimensionality , inverse , marginal distribution , marginal model , dimension (graph theory) , selection (genetic algorithm) , regression analysis , artificial intelligence , computer science , random variable , combinatorics , discrete mathematics , geometry