A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and ...

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, ...