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HIGH DIMENSIONAL VARIABLE SELECTION

This paper explores the following question: what kind of statistical guarantees can be given when doing variable selection in high dimensional models? In particular, we look at the error rates and power of some multi-stage regression methods. In the first stage we fit a set of candidate models. In t...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Wasserman, Larry, Roeder, Kathryn
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2009
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC2752029/
https://ncbi.nlm.nih.gov/pubmed/19784398
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