Kybernetika 29 no. 1, 62-72, 1993

Recursive estimation in autoregressive models with additive outliers

Tomáš Cipra, Asunción Rubio and José Luis Canal

Abstract:

The paper deals with recursive robust estimation of the autoregressive models with additive outliers (AO-AR-models). Recursive robust procedures based on the idea of CMM-estimation (Conditional-Mean M-estimation) are suggested that enable to treat the AO-AR-models on-line.

Classification:

62F35, 62F10, 62M10