Factor Analysis
Factor Analysis is primarily used for data reduction or structure detection.
To know more, go to Base Edition> Core Features>Factor Analysis
- The purpose of data reduction is to remove redundant (highly correlated) variables from the data file, perhaps replacing the entire data file with a smaller number of uncorrelated variables.
- The purpose of structure detection is to examine the underlying (or latent) relationships between the variables.