In order to find an easy way to improve the accuracy of short-term stock index forecast,this paper proposes a new data analysis method by applying variable dimension fractal,accumulation and transformation methods.Using the raw data from Shanghai Stock Exchange,a series of transformations on the raw data are performed and a best transformation is selected based on the optimal fitness to the model.The best transformation is then used to determine the corresponding fractal parameters.Subsequently,the fractal ...