Based on fractal market hypothesis , some typical characteristics such as the long memory , term structure and non2periodic cycle of volatility , and non2Gaussian distribution of return are discovered by R/ S analysis and BDS test in China stock markets. It is proved that the fractal market hypothesis can interpret better the nonlinearity inhere in China stock markets than efficient market hypothesis