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Goodness-of-fit testing (in Russian)

Igor Kheifets

Quantile, 2011, issue 9, 25-34

Abstract: We consider goodness-of-fit tests based on the empirical process theory. There are two main obstacles in obtaining critical values for such tests: the parameter estimation effect and distribution dependence. We discuss solutions to these problems: martingale transformation and bootstrap. As an illustration we show how to test GARCH and diffusion models.

Date: 2011
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