A simple, consistent estimator of SNP heritability from genome-wide association studies

DOI10.1214/19-AOAS1291zbMath1435.62399MaRDI QIDQ2291534

Wesley K. Thompson, Armin Schwartzman, Andrew J. Schork, Rong W. Zablocki

Publication date: 31 January 2020

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.aoas/1574910053

zbMATH Keywords

summary statisticshigh dimensional datasingle nucleotide polymorphismmassively univariate regression

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20) Statistical aspects of big data and data science (62R07)

Related Items (1)

A simple, consistent estimator of SNP heritability from genome-wide association studies

Uses Software

• copula
• copula
• GWAS Catalog

Cites Work

• Optimal rates of convergence for covariance matrix estimation
• A simple, consistent estimator of SNP heritability from genome-wide association studies
• Regularized estimation of large covariance matrices
• Variance estimation in high-dimensional linear models
• GWAS Catalog

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