The Method of Discriminate Analysis with Missing Data

摘要

The complete data are needed for the traditional discriminate analysis. If the data set includes missing data, it is difficult to use this method. An iterative algorithm is offered to determine rational substitute valves for the missing data. After getting a "complete" data set, we can use the discriminate analysis to solve the problem. This is a useful method for discriminate analysis of the data set including missing data.