مقارنة بين طرائق تقدير أنموذج دالة التحويل اللامعلمية و شبه المعلمية في السلاسل الزمنية باستعمال المحاكاة

Abstract EN

The transfer function model the basic concepts in the time series.

This model is used in the case of multivariate time series.

As for the design of this model, it depends on the available data in the time series and other information in the series so when the representation of the transfer function model depends on the representation of the data In this research, the transfer function has been estimated using the style nonparametric represented in two method local linear regression and cubic smoothing spline method The method of semi-parametric represented use semiparametric single index model, With four proposals, , That the goal of this research is comparing the capabilities of the above mentioned method using simulation at sample sizes (n = 100,150,200) as it found that the estimated proposed( C.S.S-L.S.I) is the best among the studied capabilities.

Key terms of research: transfer function , local linear regression , cubic smoothing spline, semiparametric single index model