Feature Screening in Ultrahigh Dimensional Generalized Varying-coefficient Models

DOI10.5705/SS.202017.0362zbMath1439.62258OpenAlexW2954702899WikidataQ100298420 ScholiaQ100298420MaRDI QIDQ5109932

Guangren Yang, Song-Shan Yang, Run-Ze Li

Publication date: 14 May 2020

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516887

zbMATH Keywords

variable screeningultrahigh-dimensional datageneralized varying-coefficient models

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Statistical aspects of big data and data science (62R07)

Related Items (4)

Forward variable selection for sparse ultra-high-dimensional generalized varying coefficient models ⋮ Feature Screening with Latent Responses ⋮ Partial sufficient variable screening with categorical controls ⋮ Sufficient variable screening with high-dimensional controls

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