ph_em.m

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function [TRANS, rate, logl, beta, dens] = ph_em(count, TRANS, rate, Nit)%ph_em	  Estimates the parameters of a Poisson HMM using the EM algorithm.%         Use: [TRANS,rate,logl,postprob,dens] =%         ph_em(count,TRANS_0,rate_0,Nit). where TRANS and rate are%         the estimated model parameters, logl contains the%         log-likehood values for the successive iterations, postprob%         the marginal posterior probabilities at the last iteration%         and dens the negative binomial probabilities computed also%         at the last iteration.% H2M/cnt Toolbox, Version 2.0% Olivier Capp

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