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Testing the Number of Components in a Normal Mixture

โœ Scribed by Yungtai Lo, Nancy R. Mendell and Donald B. Rubin


Book ID
121359350
Publisher
Oxford University Press
Year
2001
Tongue
English
Weight
284 KB
Volume
88
Category
Article
ISSN
0006-3444

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Testing the number of components in a no
โœ Lo, Y. ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Oxford University Press ๐ŸŒ English โš– 137 KB

We demonstrate that, under a theorem proposed by Vuong, the likelihood ratio statistic based on the Kullback-Leibler information criterion of the null hypothesis that a random sample is drawn from a k 0 -component normal mixture distribution against the alternative hypothesis that the sample is draw