In a generalized factor model based on residual covariance matrices of prescribed structure, maximum likelihood estimates of the model parameters, and a likelihood-ratio test of the number of major factors postulated, are obtained as the obvious generalized counterparts of the corresponding quantities in the classical common factor model, with the exception that there does not seem to be a suitable counterpart to Joreskog's treatment of the problem of improper solutions in the classical case.
