Em Algorithm, Machine Learning, Data Mining, Jensens Inequality, Bayes Theorem.
variables and that is the basis of manipulating all the conditional probabilities. In the EM algorithm, Z is going to be estimated using X and θ so the conditional probability p(Z | X, θ) is of interest. Using the joint distribution from the previous equation, the posterior distribution of Z can be