Open AccessComparison of variable selection procedures and investigation of the role of shrinkage in linear regression-protocol of a simulation study in low-dimensional data
Author(s) -
Edwin Kipruto,
Willi Sauerbrei
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0271240
Subject(s) - lasso (programming language) , computer science , protocol (science) , variable (mathematics) , selection (genetic algorithm) , linear regression , feature selection , regression , regression analysis , contrast (vision) , linear model , statistics , data mining , artificial intelligence , machine learning , mathematics , medicine , mathematical analysis , alternative medicine , pathology , world wide web