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An EM and a Stochastic Version of the EM Algorithm for Nonparametric Hidden Semi-Markov Models

✍ Scribed by Malefaki, Sonia ;Trevezas, Samis ;Limnios, Nikolaos


Book ID
121504365
Publisher
Taylor and Francis Group
Year
2009
Tongue
English
Weight
351 KB
Volume
39
Category
Article
ISSN
0361-0918

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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