Bootstrapping Stationary ARMA-GARCH Models

Bootstrap technique is a useful tool for assessing uncertainty in statistical estimation and thus it is widely applied for risk management. Bootstrap is without doubt a promising technique, however, it is not applicable to all time series models. A wrong application could lead to a false decision to take too much risk.Kenichi Shimizu investigates the limit of the two standard bootstrap techniques ...