In summary, the expectation maximization algorithm alternates between the steps of guessing a probability distribution ... methods for nonconcave functions, the expectation maximization algorithm ...

The minimum AIC model selection procedure can be interpreted as a maximization of the expected entropy (Akaike 1981). The entropy of a true probability density function (PDF) with respect to the ...