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Tail approximations for maxima of random fields by likelihood ratio transformations. (English) Zbl 1200.62090

Summary: The likelihood ratio method for dealing with change-point problems of B. Yakir and M. Pollak [Ann. Appl. Probab. 8, No. 3, 749–774 (1998; Zbl 0937.60082)], which has subsequently been extended to deal with a wide variety of problems involving maxima of random fields, has as a key ingredient a conditional local limit theorem for a log-likelihood ratio, given an almost independent “local” sigma-algebra. This article contains a general version of that theorem, illustrated by several examples.

MSC:

62L10 Sequential statistical analysis
62F99 Parametric inference

Citations:

Zbl 0937.60082
Full Text: DOI

References:

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