Debiased lasso for generalized linear models with a diverging number of covariates-Reference-Cited by-同舟云学术

Debiased lasso for generalized linear models with a diverging number of covariates

Published:2021-11-15 Issue: Volume: Page:
ISSN:0006-341X
Container-title:Biometrics
language:en
Short-container-title:Biometrics

Author:

Xia Lu¹,Nan Bin²^ORCID,Li Yi³^ORCID

Affiliation:

1. Department of Biostatistics University of Washington Seattle Washington USA

2. Department of Statistics University of California Irvine California USA

3. Department of Biostatistics University of Michigan Ann Arbor Michigan USA

Funder

National Science Foundation

National Institutes of Health

Publisher

Wiley

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,General Medicine,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/biom.13587

Reference43 articles.

1. Genome-wide association scan of tag SNPs identifies a susceptibility locus for lung cancer at 15q25.1

2. Slope meets Lasso: Improved oracle bounds and optimality

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5. The Dantzig selector: Statistical estimation when p is much larger than n

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