Open AccessSimultaneous variable selection and smoothing for high-dimensional function-on-scalar regression
Author(s) -
Alice Parodi,
Matthew Reimherr
Publication year - 2018
Publication title -
electronic journal of statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.482
H-Index - 54
ISSN - 1935-7524
DOI - 10.1214/18-ejs1509
Subject(s) - mathematics , linear subspace , estimator , scalar (mathematics) , coordinate descent , reproducing kernel hilbert space , smoothing , functional data analysis , hilbert space , smoothness , separable space , mathematical optimization , kernel (algebra) , algorithm , statistics , mathematical analysis , pure mathematics , geometry