In this study, Walsh coefficients of the precipitation fields are used as predictands and mixed Chebyshev-Fourier polynomial coefficients of the height fields as predictors based on Reference. The precipitation fields can thus predicted by Walsh inverse transform upon the prediction of the Walsh coefficients by stepwise regression. The result is found to be quite desirable.