Robust Recursive Methods in Time Series

Abstract

A simple robustification of Kalman filter is suggested which is applied to methods of exponential smoothing for time series with outliers and to recursive estimation in autoregressive processes with outliers.

Keywords

• Robust
• Recursive
• Methods
• Series