Open AccessNetwork-based regularization for analysis of high-dimensional genomic data with group structure
Author(s) -
Kipoong Kim,
Jae Weon Choi,
Hokeun Sun
Publication year - 2016
Publication title -
eung'yong tong'gye yeon'gu/the korean journal of applied statistics
Language(s) - English
Resource type - Journals
eISSN - 2383-5818
pISSN - 1225-066X
DOI - 10.5351/kjas.2016.29.6.1117
Subject(s) - principal component analysis , dna methylation , computational biology , elastic net regularization , partial least squares regression , lasso (programming language) , regularization (linguistics) , biology , genetic association , dimensionality reduction , computer science , genetics , mathematics , artificial intelligence , feature selection , genotype , gene , machine learning , single nucleotide polymorphism , gene expression , world wide web