This paper studies how to estimate the volatility of asset equilibrium price with jump and market microstructure noise existing at the same time.Employing the wavelet method of time series change-point analysis,jump variations and integrated volatilities are estimated using high frequency price sampling data which contain market microstructure noise and jumps for the individual firms of Shanghai 50 index during 20062007.We find that price jumps of Chinese stock market are accurately i...