We estimate the parameter of a stationary time series process by minimizing integrated weighted mean squared error between empirical and simulated characteristic function, when true functions cannot be explicitly computed. Motivated Indirect Inference, we use Monte Carlo approximation function based on i.i.d. blocks. As classical variance reduction technique, propose control variates for reduci...