Minimax estimations in a method of principal components

The Minimax criterion is considered as an alternative to the least-squares method in determination of principal components Estimated coefficients are formulated as linear programming problem The offered approach was experimentally checked using well known test data sets On these data sets the minimax criterion has shown the equal or better results in comparison with classical least-squares method