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Comparing Two Mixing Densities in Nonparametric Mixture Models
In this paper we consider two nonparametric mixtures of quadratic natural exponential families with unknown mixing densities. We propose a statistic...
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Joint distribution of rank statistics considering the location and scale parameters and its power study
The ranking method used for testing the equivalence of two distributions has been studied for decades and is widely adopted for its simplicity....
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Asymptotic behavior of weighted multivariate Cramér-von Mises-type statistics under contiguous alternatives
In this paper, we study the behavior of the weighted quadratic functionals of the multivariate empirical copula processes under sequences of...
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Some new multivariate tests of independence
We introduce some new nonparametic tests of independence which are functionals of the modified multivariate empirical copula process. In this work we...
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Adaptive minimax test of independence
The paper is concerned with the adaptive minimax problem of testing the independence of the components of a d -dimensional random vector. The...
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Nonparametric tests for model selection with time series data
We consider a test for the selection of variables/covariates in a time series regression model based on a L 2 - measure of global deviation between the...