Cross-market information transmission and stock market volatility prediction

•The transfer entropy method is used to measure the information flow transmitted across stock markets.•Cross-market information flow is an important factor to predict medium- and long-term realized volatility of stock market.•Nonlinear machine learning methods are much beneficial to predict the realized volatility of stock market.