Note on parameter estimation for general non–linear time series models

Abstract

Least squares estimation is shown to be strongly consistent for non–linear autoregressive processes. The use of KRONECKER'S lemma enables us to avoid any assumptions about integrability and stationarity of the underlying time series

Keywords:

• Parameter estimation
• strong consistency
• non–linear autoregressive processes