Parameter estimation for an exponential autoregressive time series model by the Newton search and multi-innovation theory

Huan Xu, Feng Ding, Min Gan, Ahmed Alsaedi, Tasawar Hayat

Abstract: This paper focuses on the recursive parameter estimation problem of the exponential autoregressive (ExpAR) model. Applying the Newton search and multi-innovation theory, a multi-innovation Newton r...