SNP selection for predicting a quantitative trait

DOI10.1080/02664763.2012.750282OpenAlexW2025821132MaRDI QIDQ5128941

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Publication date: 26 October 2020

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

Full work available at URL: https://doi.org/10.1080/02664763.2012.750282

zbMATH Keywords

variable selectionLASSOgenetic associationleast angle regressionSNPssparse partial least squares regression

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

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• alr3
• bootstrap

Cites Work

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• Generalized genetic association study with samples of related individuals
• Least angle regression. (With discussion)
• On Lasso for censored data
• Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection
• An Empirical Bayes Method for Estimating Epistatic Effects of Quantitative Trait Loci

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