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Novel multiplier bootstrap tests for high-dimensional data with applications to MANOVA. Comput Stat Data Anal 2023. [DOI: 10.1016/j.csda.2022.107619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Lopes ME. Central limit theorem and bootstrap approximation in high dimensions: Near 1/n rates via implicit smoothing. Ann Stat 2022. [DOI: 10.1214/22-aos2184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Miles E. Lopes
- Department of Statistics, University of California, Davis
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Chernozhuokov V, Chetverikov D, Kato K, Koike Y. Improved central limit theorem and bootstrap approximations in high dimensions. Ann Stat 2022. [DOI: 10.1214/22-aos2193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
| | | | - Kengo Kato
- Department of Statistics and Data Science, Cornell University
| | - Yuta Koike
- Department, Mathematics and Informatics Center and Graduate School of Mathematical Sciences, The University of Tokyo
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4
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Koltchinskii V. Estimation of smooth functionals in high-dimensional models: Bootstrap chains and Gaussian approximation. Ann Stat 2022. [DOI: 10.1214/22-aos2197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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