This procedure, known as the EM algorithm, is a specialization to the mixture density context of a general algorithm of the same name used to approximate maximum-likelihood estimates for incomplete ...

This is a preview. Log in through your library . Abstract Two major reasons for the popularity of the EM algorithm are that its maximum step involves only complete-data maximum likelihood estimation, ...