Stock index risk hedging is analyzed considering hedging cost. Both trend of returns and volatility are estimated using regime-switching error correction GARCH model. The White test favors the regime-switching models in prediction. The regime-switching models have higher wealth increase while regression models have better variance decrease. The best hedging time is when both spot and futures are in down state.