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Tests for the equality of multinomial parameters
Authors:Marco Giordan  Giancarlo Diana
Affiliation:Department of Statistical Sciences, University of Padova, via C. Battisti 241, I-35121 Padova, Italy
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.
Keywords:Multinomial distribution   Nuisance parameters   Likelihood ratio test   Pearson's test statistic   Exact test   Randomized test
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