Abstract: This paper elaborates a stock market forecasting model under the influence of government policies,which aims to quantify the extent and time span of the stock market policy’s influence.After a certain model has been proposed,the paper concentrates on how to select proper data in estimation of relative parameters in an effort to achieve estimations with high validity.

Key words: stock market, policy influence, parameter estimation, data selection, filtered Poisson process