R/S series analysis is widely used as measures for long memory study in time series.As Hurst parameter estimated bias exists,the precision may be improved by using nonlinear estimate,where ARFIMA model is proposed and used for verification.Finally long memory characters of Chinese stock index and stock samples are revealed by nonlinear R/S analysis.