Factorial code

Most real world data sets consist of data vectors whose individual components are not statistically independent, that is, they are redundant in the statistical sense. Then it is desirable to create a factorial code of the data, i. e., a new vector-valued representation of each data vector such that each original data is uniquely encoded by the corresponding code vector (loss-free coding), but the code components are statistically independent.