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Markov neighborhood regression for statistical inference of high‐dimensional generalized linear models

High‐dimensional inference is one of fundamental problems in modern biomedical studies. However, the existing methods do not perform satisfactorily. Based on the Markov property of graphical models and the likelihood ratio test, this article provides a simple justification for the Markov neighborhoo...

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Detalles Bibliográficos
Autores principales: Sun, Lizhe, Liang, Faming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9427730/
https://www.ncbi.nlm.nih.gov/pubmed/35688606
http://dx.doi.org/10.1002/sim.9493