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A novel algorithm for simultaneous SNP selection in high-dimensional genome-wide association studies

author

Korbinian Strimmer

1972 -

Verena Zuber

published in: BMC Bioinformatics

date of publication: 2012-10-31

main subject: genome-wide association study

Cites articles 20

Date

Title

Authors

2012-09-06

Signal identification for rare and weak features: higher criticism or false discovery rates?

Bernd Klaus, Korbinian Strimmer
2011-11-29

Genetic Analysis Workshop 17 mini-exome simulation

Jac Charlesworth, Laura Almasy, Jack W. Kent, John Blangero, Joanne E. Curran, Juan Peralta
2011-01-01

COORDINATE DESCENT ALGORITHMS FOR NONCONVEX PENALIZED REGRESSION, WITH APPLICATIONS TO BIOLOGICAL FEATURE SELECTION

Patrick Breheny, Jian Huang
2010

Regularization Paths for Generalized Linear Models via Coordinate Descent

Robert Tibshirani, Trevor Hastie, Jerome H. Friedman
2010-04-16

Genetic heterogeneity in human disease

Mary-Claire King
2010-12-01

SNP selection in genome-wide and candidate gene studies via penalized logistic regression
2009-09-01

Empirical Bayes Estimates for Large-Scale Prediction Problems

Bradley Efron
2009-01-28

Genome-wide association analysis by lasso penalized logistic regression

Trevor Hastie, Eric M. Sobel, Kenneth L. Lange
2009-07-30

Gene ranking and biomarker discovery under correlation

Korbinian Strimmer, Verena Zuber
2009-11-01

Feature selection by higher criticism thresholding achieves the optimal phase diagram.

David Donoho
2008-01-01

Discussion of "Sure Independence Screening for Ultra-High Dimensional Feature Space
2008-09-24

Higher criticism thresholding: Optimal feature selection when useful features are rare and weak

David Donoho
2008-07-25

Simultaneous analysis of all SNPs in genome-wide and re-sequencing association studies

David J. Balding, John Whittaker
2008-07-09

A unified approach to false discovery rate estimation

Korbinian Strimmer
2008-06-01

Common and rare variants in multifactorial susceptibility to common diseases

Walter Bodmer, Carolina Bonilla
2008-04-25

fdrtool: a versatile R package for estimating local and tail area-based false discovery rates

Korbinian Strimmer
2006-08-29

Model-based boosting in high dimensions

Torsten Hothorn, Peter Bühlmann
2005-11-14

A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.
2004-07-01

Efficient quadratic regularization for expression arrays

Trevor Hastie, Robert Tibshirani
2002-04-01

Patterns of linkage disequilibrium in the human genome

Mark Seielstad

Article - wd:Q34462742

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