This paper aims to estimate the impact of research and development (R&D) on patents from the view of time series. By the ARIMA transfer model, we find that the dead periods of the influence of R&D on the number of patents applied are two years. Also, the estimated transfer function shows the geometric lag form. Moreover, the short-run and long-run effects of R&D are 0.637% and 1.593% respectively.