Model of Financial Data as Integral of Diffusion Process

摘要

The model of financial data as integral of diffusion process is proposed. We consider such characteristics of the model as covariance function and one-dimensional distributions; we constructed estimates for model parameters. For certain case we solve the problem of prediction. By the examples of finance data, stock prices, we test adequacy of the suggested model.