Binomial Distribution, Mixture Models, Em Algorithm, Bioinformatics.
Algorithm is an iterative method that starts with a randomly chosen initial Θₒ and gradually shifts it to a final Θ that is reasonably optimal. This algorithm is named Expectation Maximization because its derivation contains two parts. In the first part, it shows that the log-likelihood,