Binomial Distribution, Mixture Models, Em Algorithm, Bioinformatics.
ln(L(Θ;X)), can be expressed as the Expectation of the complete-data log-likelihood. In the second part, it maximizes the Expectation of the complete-data log-likelihood, which leads to the formulas listed below. If you are interested in understanding the concept of complete-data log-likelihood and