Indirect Inference for Time Series Using the Empirical Characteristic Function and Control Variates

Richard A. Davis, Thiago do Rêgo Sousa, Claudia Klüppelberg

We estimate the parameter of a stationary time series process by minimizing the integrated weighted mean squared error between the empirical and simulated characteristic function,…