Adaptive pointwise estimation in time-inhomogeneous conditional heteroscedasticity models

P. Čížek, W. Härdle, V. Spokoiny

This paper offers a new method for estimation and forecasting of the volatility of financial time series when the stationarity assumption is violated. Our general local parametric…