Distributed testing on mutual independence between components of high-dimensional massive data
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| Published in: | Communications in statistics. Theory and methods pp. 1 - 18 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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17.10.2025
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| ISSN: | 0361-0926, 1532-415X |
| Online Access: | Get full text |
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| Author | Xie, Junshan Kuang, Yongxin Ma, Yun |
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| Author_xml | – sequence: 1 givenname: Yongxin surname: Kuang fullname: Kuang, Yongxin – sequence: 2 givenname: Yun surname: Ma fullname: Ma, Yun – sequence: 3 givenname: Junshan orcidid: 0000-0003-3230-4933 surname: Xie fullname: Xie, Junshan |
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| Cites_doi | 10.1080/00401706.2015.1054435 10.1111/rssb.12259 10.1214/12-AOP803 10.1214/aop/1176989128 10.1007/BF02736122 10.3182/20090924-3-IT-4005.00009 10.1093/biomet/asx050 10.3389/fams.2021.779841 10.1214/17-AOS1550 10.1016/j.csda.2009.08.009 10.1080/01621459.2013.872037 10.1016/j.jmva.2013.02.012 10.1214/17-AOS1563 10.1080/01621459.2018.1513364 10.1214/009053607000000505 10.1214/14-AOS1255 10.1214/14-AOS1284 |
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| References | Székely GJ (e_1_3_3_19_1) 2014; 42 Chen X. (e_1_3_3_5_1) 2018; 46 Cheng H (e_1_3_3_6_1) 2022; 7 Yang Y (e_1_3_3_20_1) 2015; 43 e_1_3_3_7_1 Székely G J (e_1_3_3_17_1) 2007; 35 Atta-Aisamah E (e_1_3_3_3_1) 2019; 8 e_1_3_3_9_1 Colin I (e_1_3_3_8_1) 2015 Lyons R. (e_1_3_3_13_1) 2013; 41 e_1_3_3_18_1 e_1_3_3_14_1 Pfister N (e_1_3_3_16_1) 2018 Leung D (e_1_3_3_11_1) 2018; 46 e_1_3_3_15_1 e_1_3_3_10_1 e_1_3_3_21_1 e_1_3_3_2_1 e_1_3_3_12_1 e_1_3_3_4_1 |
| References_xml | – ident: e_1_3_3_10_1 doi: 10.1080/00401706.2015.1054435 – volume: 8 start-page: 1 issue: 1 year: 2019 ident: e_1_3_3_3_1 article-title: Distributed inference for degenerate U-statistics publication-title: Stat – start-page: 80(1):5–31 volume-title: Kernel-based tests for joint independence. J Royal Stat year: 2018 ident: e_1_3_3_16_1 – volume-title: Extending gossip algorithms to distributed estimation of U-statistics year: 2015 ident: e_1_3_3_8_1 – ident: e_1_3_3_21_1 doi: 10.1111/rssb.12259 – volume: 41 start-page: 3284 issue: 5 year: 2013 ident: e_1_3_3_13_1 article-title: Distance covariance in metric spaces publication-title: Ann Probab doi: 10.1214/12-AOP803 – ident: e_1_3_3_2_1 doi: 10.1214/aop/1176989128 – ident: e_1_3_3_7_1 doi: 10.1007/BF02736122 – ident: e_1_3_3_15_1 doi: 10.3182/20090924-3-IT-4005.00009 – ident: e_1_3_3_9_1 doi: 10.1093/biomet/asx050 – volume: 7 start-page: 779841 year: 2022 ident: e_1_3_3_6_1 article-title: A statistical and numerically efficient independence test based on random projections and distance covariance publication-title: Front Appl Math Stat doi: 10.3389/fams.2021.779841 – volume: 46 start-page: 280 issue: 1 year: 2018 ident: e_1_3_3_11_1 article-title: Testing independence in hign dimensions with sums of squares of rank correlations publication-title: Ann Stat doi: 10.1214/17-AOS1550 – ident: e_1_3_3_12_1 doi: 10.1016/j.csda.2009.08.009 – ident: e_1_3_3_14_1 doi: 10.1080/01621459.2013.872037 – ident: e_1_3_3_18_1 doi: 10.1016/j.jmva.2013.02.012 – volume: 46 start-page: 642 issue: 2 year: 2018 ident: e_1_3_3_5_1 article-title: Gaussian and bootstrap approximation for high-dimensional U-statistics and its applications publication-title: Ann Stat doi: 10.1214/17-AOS1563 – ident: e_1_3_3_4_1 doi: 10.1080/01621459.2018.1513364 – volume: 35 start-page: 2769 issue: 6 year: 2007 ident: e_1_3_3_17_1 article-title: Measuring and testing dependence bu correlation of distances publication-title: Ann Stat doi: 10.1214/009053607000000505 – volume: 42 start-page: 2382 issue: 6 year: 2014 ident: e_1_3_3_19_1 article-title: Partial distance correlation with methods for dissimilarities publication-title: Ann Stat doi: 10.1214/14-AOS1255 – volume: 43 start-page: 467 year: 2015 ident: e_1_3_3_20_1 article-title: Independence test for high dimensional data based on regularized canonical correlation coefficients publication-title: Ann Stat doi: 10.1214/14-AOS1284 |
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