Potential application of elastic nets for shared polygenicity detection with adapted threshold selection

DOI10.1515/ijb-2020-0108MaRDI QIDQ6636243

Todd Lencz, Majnu John

Publication date: 12 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

LassoGWASpolygenic scoreselastic nets

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Title not available (Why is that?)
• Title not available (Why is that?)
• Estimation and testing under sparsity. École d'Été de Probabilités de Saint-Flour XLV -- 2015
• Model selection of hierarchically structured covariates using elastic net
• Statistics for high-dimensional data. Methods, theory and applications.
• Accounting for linkage disequilibrium in genome-wide association studies: a penalized regression method
• Phenotypes and genotypes. The search for influential genes
• Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies
• Standardization and the Group Lasso Penalty
• Sparsity and Smoothness Via the Fused Lasso
• A Statistical View of Some Chemometrics Regression Tools
• Regularization and Variable Selection Via the Elastic Net
• Model Selection and Estimation in Regression with Grouped Variables
• Ridge Regression: Biased Estimation for Nonorthogonal Problems

This page was built for publication: Potential application of elastic nets for shared polygenicity detection with adapted threshold selection

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6636243)