Using Iterative linear regression model to time series models

Abstract

In this paper we introduced a new method for fitting time series models, we called it “iterated linear regression” method. A comparison between the classical linear regression, iterated linear regression and Box-Jenkins methods using real data such as airline data and sunspot numbers is proposed.