Refining genetically inferred relationships using treelet covariance smoothing

DOI10.1214/12-AOAS598zbMath1454.62322arXiv1208.2253OpenAlexW3102381002WikidataQ37604368 ScholiaQ37604368MaRDI QIDQ2443132

Lambertus Klei, Kathryn Roeder, Bernie Devlin, Ann B. Lee, Andrew Crossett

Publication date: 4 April 2014

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

Full work available at URL: https://arxiv.org/abs/1208.2253

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10) Genetics and epigenetics (92D10)

Uses Software

• PLINK
• GCTA

Cites Work

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• Population structure and cryptic relatedness in genetic association studies
• Treelets -- an adaptive multi-scale basis for sparse unordered data
• Regularized estimation of large covariance matrices
• Adaptive Thresholding for Sparse Covariance Matrix Estimation
• Epidemiology and genetics in the coevolution of parasites and hosts
• Extensions to multivariate normal models for pedigree analysis
• Gene Identities and Multiple Relationships

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