Binomial Distribution, Mixture Models, Em Algorithm, Bioinformatics.
Fitting a Binomial Mixture Model (BMM) with K binomial components would allow us to find Θ which fit the dataset reasonably. Making the situation even more general, we do not know how many types of coins are in the bucket either, i.e. K is unknown as well. We will also discuss how to optimize K for