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Knockoff boosted tree for model-free variable selection

MOTIVATION: The recently proposed knockoff filter is a general framework for controlling the false discovery rate (FDR) when performing variable selection. This powerful new approach generates a ‘knockoff’ of each variable tested for exact FDR control. Imitation variables that mimic the correlation...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Bioinformatics
Egile Nagusiak: Jiang, Tao, Li, Yuanyuan, Motsinger-Reif, Alison A
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Oxford University Press 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC8128453/
https://ncbi.nlm.nih.gov/pubmed/32966559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa770
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