How can I impute missing value using MLE and EM?

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I could only estimate MLE, EM and MCMC.
For example: to estimate MLE:
phat = mle(data) ;
phat = mle(data,'distribution','norm');
How to impute missing data using MLE, EM and MCMC? would you please suggest some ideas to impute missing data using these methods. Thanks a lot :)

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