The EM Algorithm and Related Statistical Models

Provides a comprehensive description on a method of constructing a statistical model when only incomplete data is available, and then proposes specific estimation algorithms for solving various individual incomplete data problems. Discusses the realistic problems on the processing of missing values commonly seen in multidimensional data and the various methods to cope with them.