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An EM-Like Algorithm for Semi- and Nonparametric Estimation in Multivariate Mixtures

✍ Scribed by Benaglia, Tatiana; Chauveau, Didier; Hunter, David R.


Book ID
120188785
Publisher
American Statistical Association
Year
2009
Tongue
English
Weight
761 KB
Volume
18
Category
Article
ISSN
1061-8600

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Both a mixture likelihood method and the EM algorithm are implemented to estimate the time-toonset-of and the time-to-death-from the tumor of interest in animal carcinogenicity studies. Both methods are implemented using Box's Complex Method for ΓΏnding the maximum likelihood estimates of parameters