I need to perform factor analysis and principal component analysis on set of data, in order to reduce dimensionality of the data base (reduce the database).
The matlab code should perform FA and PCA, showing all relevnt statistics (eigenvalues etc.)
and end with the reconstructed factors (or principal components)
Thus not only coding abilities, but also statistical knowledge required
The code have to be commented.