: دوال الانحدار
المقدر الخطي الموضعي
المقدر شبه المعلمي المدمج
مقدر الشبكة العصبية الاصطناعية
الشبكات العصبية ذات الانتشار العكسي للخطأ
regression function
Local Linear estimator
Combined semi-parametric estimator
Artificial neural network estimator (ANN)
Back propagation Neural Nets
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The aim of this paper is to estimate a nonlinear regression function of the Export of the crude oil Saudi (in Million Barrels) as a function of the number of discovered fields.
Through studying the behavior of the data we show that its behavior was not followed a linear pattern or can put it in a known form so far there was no possibility to see a general trend resulting from such exports.
We use different nonlinear estimators to estimate a regression function, Local linear estimator, Semi-parametric as well as an artificial neural network estimator (ANN).
The results proved that the (ANN) estimator is the best nonlinear estimator am
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