# How to interpret factor analysis transformation?

In the following discussion on Stack Overflow, How to create factors from factanal? (see answer from @Joris), what is the interpretation of the $F=ML$ transformation, where $M$ is the original data matrix, and $L$ is the loadings matrix? Should it not be $L^{-1}$?

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