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Resampling schemes with low resampling intensity and their applications in testing hypotheses

Abstract:

The paper explores statistical features of different resampling schemes under low resampling intensity. The original sample is considered in a very general framework of triangular arrays, without independence or equally distributed assumptions, although improvements under such conditions are also provided. We show that low resampling schemes have very interesting and flexible properties, providing new insights into the performance of widely used resampling methods, including subsampling, two-...

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Publisher copy:
10.1016/j.jspi.2008.04.002

Authors


Journal:
Journal of Statistical Planning and Inference
Volume:
139
Issue:
2
Pages:
184-202
Publication date:
2009-02-01
DOI:
ISSN:
0378-3758
URN:
uuid:ca1b757f-685a-462e-8459-9b74a6c554b6
Source identifiers:
410650
Local pid:
pubs:410650

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