what is the difference between multi regression analysis and factor analysis?
Factor analysis is as much of a "test" as multiple regression (or statistical tests in general) in that it is used to reveal hidden or latent relationships/groupings in one's dataset. ... Multiple regression takes data points in some n-dimensional space and finds the best fit line.