This paper addresses the problem of finding an orthogonal transformation of an arbitrary factor solution that would lead to a least squares fit of a partially specified target matrix. An iterative computing procedure is presented. Key words: orthogonal rotations, factor analysis, least squares, partially specified target, procrustes problem.