This paper examines the effects of monetary policy uncertainty (MPU) on China's banks' credit risks and China's macroeconomic fluctuations. By incorporating the stochastic volatility into the quantity-based monetary policy rule, we provide a specific measure for China's MPU through Bayesian MCMC...