Distributed inference for two‐sample U‐statistics in massive data analysis
Distributed inference for two‐sample U‐statistics in massive data analysis
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Publisher
Oxford: Blackwell Publishing Ltd
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Language
English
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Publisher
Oxford: Blackwell Publishing Ltd
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Contents
This paper considers distributed inference for two‐sample U‐statistics under the massive data setting. In order to reduce the computational complexity, this paper proposes distributed two‐sample U‐statistics and blockwise linear two‐sample U‐statistics. The blockwise linear two‐sample U‐statistic, which requires less communication cost, is more com...
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Full title
Distributed inference for two‐sample U‐statistics in massive data analysis
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TN_cdi_proquest_journals_2851736224
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2851736224
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ISSN
0303-6898
E-ISSN
1467-9469
DOI
10.1111/sjos.12620
