Tests for the equality of multinomial parameters |
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Authors: | Marco Giordan Giancarlo Diana |
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Affiliation: | Department of Statistical Sciences, University of Padova, via C. Battisti 241, I-35121 Padova, Italy |
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Abstract: | In this paper we face the problem of testing the equality of two or more parameters of a multinomial distribution. We develop a likelihood ratio test and we consider an asymptotically equivalent Pearson's statistic. Moreover we develop an exact and a randomized test. Relationships between these tests are then discussed. The behaviour of these tests is studied by simulations. Results from two known tests developed for less general situations are compared to ours. |
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Keywords: | Multinomial distribution Nuisance parameters Likelihood ratio test Pearson's test statistic Exact test Randomized test |
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