Mathematical Background Notes for Package HiddenMarkov
نویسنده
چکیده
3 Baum-Welch Algorithm (EM) 5 3.1 Outline of Procedure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 3.2 First Term of Lc . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 3.3 Second Term of Lc . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 3.4 Third Term of Lc . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 3.4.1 Poisson Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 3.4.2 Exponential Distribution . . . . . . . . . . . . . . . . . . . . . . . . . 8 3.4.3 Binomial Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . 8 3.4.4 Gaussian Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 3.4.5 Gamma Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . . 9 3.4.6 Beta Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 3.4.7 Log Normal Distribution . . . . . . . . . . . . . . . . . . . . . . . . . 10 3.4.8 Logistic Distribution . . . . . . . . . . . . . . . . . . . . . . . . . . . 11
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تاریخ انتشار 2006