Application of nonlinear autoregressive moving average exogenous input models to geospace: advances in understanding and space weather forecasts

The nonlinear autoregressive moving average with exogenous inputs (NARMAX) system identification technique is applied to various aspects of the magnetospheres dynamics. It is shown, from an example system, how the inputs to a system can be found from the error reduction ratio (ERR) analysis, a ke...

Full description

Bibliographic Details
Main Authors: R. J. Boynton, M. A. Balikhin, S. A. Billings, O. A. Amariutei
Format: Article
Language:English
Published: Copernicus Publications 2013-09-01
Series:Annales Geophysicae
Online Access:https://www.ann-geophys.net/31/1579/2013/angeo-31-1579-2013.pdf