A simple new approach to variable selection in regression, with application to genetic fine mapping
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Title
A simple new approach to variable selection in regression, with application to genetic fine mapping
Authors
Keywords
-
Journal
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
Volume -, Issue -, Pages -
Publisher
Wiley
Online
2020-07-10
DOI
10.1111/rssb.12388
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Note: Only part of the references are listed.- Multi-resolution localization of causal variants across the genome
- (2020) Matteo Sesia et al. Nature Communications
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- (2016) Dimitris Bertsimas et al. ANNALS OF STATISTICS
- FINEMAP: efficient variable selection using summary data from genome-wide association studies
- (2016) Christian Benner et al. BIOINFORMATICS
- JAM: A Scalable Bayesian Framework for Joint Analysis of Marginal SNP Effects
- (2016) Paul J. Newcombe et al. GENETIC EPIDEMIOLOGY
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- (2016) Taylor B. Arnold et al. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
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- (2016) Jacopo Mandozzi et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
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- (2015) Rina Foygel Barber et al. ANNALS OF STATISTICS
- Fine Mapping Causal Variants with an Approximate Bayesian Method Using Marginal Test Statistics
- (2015) Wenan Chen et al. GENETICS
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- (2015) Sarah L. Spain et al. HUMAN MOLECULAR GENETICS
- Statistical learning and selective inference
- (2015) Jonathan Taylor et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Dissection of a Complex Disease Susceptibility Region Using a Bayesian Stochastic Search Approach to Fine Mapping
- (2015) Chris Wallace et al. PLoS Genetics
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- (2013) Xiang Zhou et al. PLoS Genetics
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- (2012) Julian B Maller et al. NATURE GENETICS
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- Bayesian variable selection regression for genome-wide association studies and other large-scale problems
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- Bayesian Detection of Expression Quantitative Trait Loci Hot Spots
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- (2008) N. Meinshausen BIOMETRIKA
- Hierarchical False Discovery Rate–Controlling Methodology
- (2008) Daniel Yekutieli JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- High-Resolution Mapping of Expression-QTLs Yields Insight into Human Gene Regulation
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