Preface to the Second Edition. Preface to the First Edition List of Examples

1. General Introduction.

2. Examples of the EM Algorithm.

3. Basic Theory of the EM Algorithm.

4. Standard Errors and Speeding up Convergence.

5. Extensions of the EM algorithm.

6. Monte Carlo Versions of the EM Algorithm.

7. Some Generalizations of the EM Algorithm.

8. Further Applications of the EM Algorithm.