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The knockoff-based multiple testing setup of Barber & Candes (2015) for variable selection in multiple regression where sample size is as large as the number of explanatory variables is considered.
Controlling false discovery rate using Gaussian mirrors
Xing, X · 1911
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Total Positivity
Karlin, S · 1968
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Classes of ordering of measures and related correlation inequalities: Multivariate totally positive distributions
Karlin, S · 1980
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Controlling the false discovery rate: a practical and powerful approach to multiple testing
Benjamini, Y · 1995
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The control of the false discovery rate in multiple testing under dependency
Benjamini, Y · 2001
Earlier work this paper cites.
Some results on false discovery rate in stepwise multiple testing procedures
Sarkar, S. K · 2002
Earlier work this paper cites.
Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach
Storey, J. D · 2004
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HIV-1 protease and reverse-transcriptase mutations: Correlations with antiretroviral therapy in subtype b isolates and implications for drug-resistance surveillance
Rhee, S.-Y · 2005
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Genotypic predictors of human immunodeficiency virus type 1 drug resistance
Rhee, S.-Y · 2006
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Dependency and false discovery rate: Asymptotics
Finner, H · 2007
Cited alongside, same era.
Conditional calibration for false discovery rate control under dependence
Fithian, W · 2007
Cited alongside, same era.
Stepup procedures controlling generalized FWER and generalized FDR
Sarkar, S. K · 2007
Cited alongside, same era.
Two simple sufficient conditions for FDR control
Blanchard, G · 2008
Cited alongside, same era.
Adaptive false discovery rate control under independence and dependence
Blanchard, G · 2009
Cited alongside, same era.
p-values for high-dimensional regression
Meinshausen, P · 2009
Cited alongside, same era.
Panning for gold: ‘model-x’ knockoffs for high dimensional controlled variable selection
Candès, E · 2018
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A review on variable selection in regression analysis
Desboulets, L. D. D · 2018
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Gene hunting with hidden Markov model knockoffs
Sesia, M · 2018
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A knockoff filter for high-dimensional selective inference
Barber, R. F · 2019
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Deep knockoffs
Romano, Y · 2019
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Robust inference with knockoffs
Barber, R. F · 2020
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Powerful knockoffs via minimizing reconstructability
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High dimensional variable selection
Wasserman, L · 2009
Cited alongside, same era.
Estimating false discovery proportion under arbitrary covariance dependence
Fan, J · 2012
Cited alongside, same era.
Familywise error rate control via knockoffs
Janson, L · 2016
Cited alongside, same era.
Generalizations of the familywise error rate
Lehmann, E. L
Cited in the paper.
Testing Statistical Hypotheses, 3rd Edition. Springer
Lehmann, E. L
Cited in the paper.
Generalizing Simes’ test and Hochberg’s stepup procedure
Sarkar, S. K
Cited in the paper.
Spector, A · 2021
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Controlling the false discovery rate via knockoffs
Barber, R. F · 2085
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