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Garcia-Angulo AC, Claeskens G. Optimal finite sample post-selection confidence distributions in generalized linear models. J Stat Plan Inference 2023. [DOI: 10.1016/j.jspi.2022.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Zhang D, Khalili A, Asgharian M. Post-model-selection inference in linear regression models: An integrated review. STATISTICS SURVEYS 2022. [DOI: 10.1214/22-ss135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Dongliang Zhang
- Department of Biostatistics, Johns Hopkins University, Baltimore, MD, USA
| | - Abbas Khalili
- Department of Mathematics and Statistics, McGill University, Montréal, QC, Canada
| | - Masoud Asgharian
- Department of Mathematics and Statistics, McGill University, Montréal, QC, Canada
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Katsevich E, Ramdas A. Simultaneous high-probability bounds on the false discovery proportion in structured, regression and online settings. Ann Stat 2020. [DOI: 10.1214/19-aos1938] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Kuchibhotla AK, Brown LD, Buja A, Cai J, George EI, Zhao LH. Valid post-selection inference in model-free linear regression. Ann Stat 2020. [DOI: 10.1214/19-aos1917] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Blanchard G, Neuvial P, Roquain E. Post hoc confidence bounds on false positives using reference families. Ann Stat 2020. [DOI: 10.1214/19-aos1847] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Bachoc F, Betancourt J, Furrer R, Klein T. Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes. Electron J Stat 2020. [DOI: 10.1214/20-ejs1712] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Rinaldo A, Wasserman L, G’Sell M. Bootstrapping and sample splitting for high-dimensional, assumption-lean inference. Ann Stat 2019. [DOI: 10.1214/18-aos1784] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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