The function-on-scalar LASSO with applications to longitudinal GWAS
Work
Year: 2017
Type: article
Abstract: We present a new methodology for simultaneous variable selection and parameter estimation in function-on-scalar regression with an ultra-high dimensional predictor vector. We extend the LASSO to funct... more
Source: Electronic Journal of Statistics
Institutions University of Chicago, Pennsylvania State University
Cites: 40
Cited by: 48
Related to: 10
FWCI: 2.715
Citation percentile (by year/subfield): 82.31
Subfield: Genetics
Domain: Life Sciences
Sustainable Development Goal Good health and well-being
Open Access status: gold
APC paid (est): $675