A hybrid omnibus test for generalized semiparametric single‐index models with high‐dimensional covariate sets

DOI10.1111/BIOM.13054zbMath1436.62655OpenAlexW2920911397WikidataQ92289673 ScholiaQ92289673MaRDI QIDQ5214543

Yangyi Xu, Inyoung Kim, Raymond J. Carroll

Publication date: 7 February 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6736718

zbMATH Keywords

omnibusspline approximationhybridscore functionsingle index

Mathematics Subject Classification ID

Numerical computation using splines (65D07) Applications of statistics to biology and medical sciences; meta analysis (62P10) Statistical aspects of big data and data science (62R07)

Related Items (1)

Joint Estimation of the Two-Level Gaussian Graphical Models Across Multiple Classes

This page was built for publication: A hybrid omnibus test for generalized semiparametric single‐index models with high‐dimensional covariate sets