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The Likelihood Ratio Test for Homogeneity in Finite Mixture Models

โœ Scribed by Hanfeng Chen and Jiahua Chen


Book ID
111851048
Publisher
John Wiley and Sons
Year
2001
Tongue
French
Weight
780 KB
Volume
29
Category
Article
ISSN
0319-5724

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The test for homogeneity in the mixture normal model is di cult to study due to the breakdown of the regularity conditions under standard theory. The asymptotic optimality of the likelihood ratio test is questionable and its distributional properties are also di cult to evaluate. In this paper, we c