Emphasis is on probability theory as such rather than on special models occurring in its applications. Brief review of basic probability concepts in a measure theoretic setting: probability spaces, ...

Missing values can occur, for example ... between the steps of guessing a probability distribution over completions of missing data given the current model (known as the E-step) and then re ...