Consistent multiple testing for change points
The change point problem for independent normal means is considered as a multiple testing problem. Two stepwise methods are considered. Namely, the binary segmentation method of Vostrikova (1981) [7] and the maximum residual down method of Cohen et al. (2009) [5]. Both of these methods are shown to be consistent. Consistent here means that as sample sizes tend to infinity, the probability of making an error (false rejection or false acceptance) tends to zero.
Year of publication: |
2011
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Authors: | Chen, Kuo-mei ; Cohen, Arthur ; Sackrowitz, Harold |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 102.2011, 10, p. 1339-1343
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Publisher: |
Elsevier |
Keywords: | Stepdown procedures Familywise error rate Binary sequential segmentation Maximum residual down |
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