Open AccessSelecting Key Agents from Environmental Mixtures: A Method for High-Dimensional Feature Selection in Presence of Strong Collinearity
Author(s) -
Sanjib Basu,
Junbong Jang,
H. Chen,
Mary E. Turyk
Publication year - 2020
Publication title -
environmental health perspectives. supplements
Language(s) - English
Resource type - Journals
eISSN - 2169-2181
pISSN - 1078-0475
DOI - 10.1289/isee.2020.virtual.o-sy-2230
Subject(s) - collinearity , feature selection , lasso (programming language) , computer science , selection (genetic algorithm) , elastic net regularization , data mining , econometrics , machine learning , statistics , risk analysis (engineering) , environmental health , mathematics , medicine , world wide web