Sure independence screening for real medical Poisson data

DOI10.1080/02664763.2018.1480708OpenAlexW2806474598MaRDI QIDQ5036508

K. Drosou, Angeliki Lappa, Christos Koukouvinos

Publication date: 23 February 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2018.1480708

zbMATH Keywords

generalized linear modelspenalized likelihoodmedical data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Generalized linear models (logistic models) (62J12) Applications of statistics (62Pxx)

Uses Software

• R
• vcd
• glmnet
• ncvreg
• SIS
• AER
• VCD

Cites Work

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• Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection
• Sure independence screening in generalized linear models with NP-dimensionality
• Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models
• Applied Econometrics with R
• Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
• Sure Independence Screening for Ultrahigh Dimensional Feature Space