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The empirical characteristic function and large sample hypothesis testing
Authors:John Kellermeier
Affiliation:Bowling Green State University USA
Abstract:
The empirical characteristic function is considered as a tool for large sample testing of a hypothesis that can be characterized in terms of the characteristic function. Two test statistics based upon the empirical characteristic function are proposed. The limiting distributions of these test statistics are obtained and methods are suggested for using these limiting distributions to calculate critical regions.
Keywords:62E20  62G10  62M99  Empirical characteristic function  limiting distribution  test of hypothesis  Gaussian process
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