On the basis of Ref.[1].has first introduced the PRESS criterion for the optimun subset in modern regression analysis to set up the optimum retrieval equation for atmospheric remote sensings. Further more the ridge regression analysis is used in the assessment of the optimum subsets obtained in terms of different different criteria of methods. And the results are verified by actual data.