4.6 Article

Powerful goodness-of-fit tests based on the likelihood ratio

Publisher

BLACKWELL PUBL LTD
DOI: 10.1111/1467-9868.00337

Keywords

Anderson-Darling test; Cramer-von Mises test; goodness of fit; Kolmogorov-Smirnov test; likelihood ratio; power comparison

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A new approach of parameterization is proposed to construct a general goodness-of-fit test. It can not only generate traditional tests (including the Kolmogorov-Smirnov, Cramer-von Mises and Anderson-Darling tests) but also produce new types of omnibus tests, which are generally much more powerful than the old ones.

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