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A modified likelihood ratio test for homogeneity in finite mixture models

โœ Scribed by Hanfeng Chen; Jiahua Chen; John D. Kalbfleisch


Book ID
108547582
Publisher
Blackwell Publishing
Year
2001
Tongue
English
Weight
162 KB
Volume
63
Category
Article
ISSN
0952-8385

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โœ Yanhong Wu; Yongxia Xu ๐Ÿ“‚ Article ๐Ÿ“… 2000 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 83 KB

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