The nonlinear stepwise regression method is used to make typhoon activity tendency forecast.Predictors chosen in the nonlinear regression equations are associated with very high correlation significance level.By considering nonlinear relationships between predictors and predictands in regression equations,better forecast results were gained in the typhoon activity forecast tests in 1995—1997.