Binomial Distribution, Mixture Models, Em Algorithm, Bioinformatics.
the derivations of the EM Algorithm, please read my note. Since it is math-heavy, I won’t show the derivations here. Instead, I only list the steps of the EM Algorithm below. Step 1. Choose an initial Θₒ randomly. Make sure that the sum of all π’s is unity and every θ is between 0 and 1. Step 2.