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Tailor-made tests for goodness of fit to semiparametric hypotheses (2006)

Abstract
We introduce a new framework for constructing tests of general semiparametric hypotheses which have nontrivial power on the n−1/2 scale in every direction, and can be tailored to put substantial power on alternatives of importance. The approach is based on combining test statistics based on stochastic processes of score statistics with bootstrap critical values.

Publication details
Download http://ProjectEuclid.org/getRecord?id=euclid.aos/1151418238
Publisher The Institute of Mathematical Statistics
Repository Project Euclid (Hosted at Cornell University Library) (United States)
Keywords 62G10 (MSC2000), 62G20 (MSC2000), 62G09 (MSC2000), Copula models, mixture of Gaussians, independence
Type text
Language Englisch