Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
step, we use our derived expressions from maximizing the log-likelihood to compute the parameter estimates. The algorithm is summarized below, Expectation-Step: Maximization-Step: In simple words, all the EM algorithm does is that it resolves the assumption about the indicator variable by an