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Quantile-Adaptive Sufficient Variable Screening by Controlling False Discovery

Sufficient variable screening rapidly reduces dimensionality with high probability in ultra-high dimensional modeling. To rapidly screen out the null predictors, a quantile-adaptive sufficient variable screening framework is developed by controlling the false discovery. Without any specification of...

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Detalles Bibliográficos
Autores principales: Yuan, Zihao, Chen, Jiaqing, Qiu, Han, Huang, Yangxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048075/
https://www.ncbi.nlm.nih.gov/pubmed/36981413
http://dx.doi.org/10.3390/e25030524