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Number Cited by Other Article(s)
1
Zimmermann MR, Baillie M, Kormaksson M, Ohlssen D, Sechidis K. All that Glitters Is not Gold: Type-I Error Controlled Variable Selection from Clinical Trial Data. Clin Pharmacol Ther 2024;115:774-785. [PMID: 38419357 DOI: 10.1002/cpt.3211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 02/02/2024] [Indexed: 03/02/2024]
2
Luo D, Ebadi A, Emery K, He Y, Noble WS, Keich U. Competition-based control of the false discovery proportion. Biometrics 2023;79:3472-3484. [PMID: 36652258 DOI: 10.1111/biom.13830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 10/12/2022] [Accepted: 01/02/2023] [Indexed: 01/19/2023]
3
Dai C, Lin B, Xing X, Liu JS. A Scale-free Approach for False Discovery Rate Control in Generalized Linear Models. J Am Stat Assoc 2023. [DOI: 10.1080/01621459.2023.2165930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
4
Yuan P, Feng S, Li G. Revisiting feature selection for linear models with FDR and power guarantees. J Korean Stat Soc 2022. [DOI: 10.1007/s42952-022-00179-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
5
Guo X, Ren H, Zou C, Li R. Threshold Selection in Feature Screening for Error Rate Control. J Am Stat Assoc 2022. [DOI: 10.1080/01621459.2021.2011735] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
6
Sarkar SK, Tang CY. Adjusting the Benjamini-Hochberg method for controlling the false discovery rate in knockoff-assisted variable selection. Biometrika 2021. [DOI: 10.1093/biomet/asab066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
7
Ren Z, Wei Y, Candès E. Derandomizing Knockoffs. J Am Stat Assoc 2021. [DOI: 10.1080/01621459.2021.1962720] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
8
Sechidis K, Kormaksson M, Ohlssen D. Using knockoffs for controlled predictive biomarker identification. Stat Med 2021;40:5453-5473. [PMID: 34328655 DOI: 10.1002/sim.9134] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 03/18/2021] [Accepted: 06/22/2021] [Indexed: 12/20/2022]
9
Liu M, Katsevich E, Janson L, Ramdas A. Fast and powerful conditional randomization testing via distillation. Biometrika 2021. [DOI: 10.1093/biomet/asab039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]  Open
10
Li J, Maathuis MH. GGM knockoff filter: False discovery rate control for Gaussian graphical models. J R Stat Soc Series B Stat Methodol 2021. [DOI: 10.1111/rssb.12430] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
11
He Z, Liu L, Wang C, Le Guen Y, Lee J, Gogarten S, Lu F, Montgomery S, Tang H, Silverman EK, Cho MH, Greicius M, Ionita-Laza I. Identification of putative causal loci in whole-genome sequencing data via knockoff statistics. Nat Commun 2021;12:3152. [PMID: 34035245 PMCID: PMC8149672 DOI: 10.1038/s41467-021-22889-4] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Accepted: 03/26/2021] [Indexed: 02/04/2023]  Open
12
Goeman JJ, Hemerik J, Solari A. Only closed testing procedures are admissible for controlling false discovery proportions. Ann Stat 2021. [DOI: 10.1214/20-aos1999] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
13
Decoding with confidence: Statistical control on decoder maps. Neuroimage 2021;234:117921. [PMID: 33722670 DOI: 10.1016/j.neuroimage.2021.117921] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 02/17/2021] [Accepted: 02/21/2021] [Indexed: 11/22/2022]  Open
14
Huang D, Janson L. Relaxing the assumptions of knockoffs by conditioning. Ann Stat 2020. [DOI: 10.1214/19-aos1920] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
15
Javanmard A, Lee JD. A flexible framework for hypothesis testing in high dimensions. J R Stat Soc Series B Stat Methodol 2020. [DOI: 10.1111/rssb.12373] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
16
Tardivel PJC, Servien R, Concordet D. Simple expressions of the LASSO and SLOPE estimators in low-dimension. STATISTICS-ABINGDON 2020. [DOI: 10.1080/02331888.2020.1720019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
17
Barber RF, Candès EJ. A knockoff filter for high-dimensional selective inference. Ann Stat 2019. [DOI: 10.1214/18-aos1755] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
18
Rosenblatt JD, Ritov Y, Goeman JJ. Discussion of ‘Gene hunting with hidden Markov model knockoffs’. Biometrika 2019. [DOI: 10.1093/biomet/asy062] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
19
Javanmard A, Montanari A. Debiasing the lasso: Optimal sample size for Gaussian designs. Ann Stat 2018. [DOI: 10.1214/17-aos1630] [Citation(s) in RCA: 51] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
20
Su WJ. When is the first spurious variable selected by sequential regression procedures? Biometrika 2018. [DOI: 10.1093/biomet/asy032] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
21
Candès E, Fan Y, Janson L, Lv J. Panning for gold: ‘model‐X’ knockoffs for high dimensional controlled variable selection. J R Stat Soc Series B Stat Methodol 2018. [DOI: 10.1111/rssb.12265] [Citation(s) in RCA: 189] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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