INVESTIGATION THE IMPACT OF EXCHANGE RATE UNCERTAINTY ON ECONOMIC GROWTH IN IRAN BY NEURAL NETWORKS

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KAZEMI MOJTABA; JALAEE ESFANDABADI SAYYED ABDOLMAJID; AKBARI FARD HOSSEIN

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Journal: JOURNAL OF ECONOMIC GROWTH AND DEVELOPMENT RESEARCH Year:2014 | Volume:4 | Issue:15 Page(s): 25-40

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Title

INVESTIGATION THE IMPACT OF EXCHANGE RATE UNCERTAINTY ON ECONOMIC GROWTH IN IRAN BY NEURAL NETWORKS

Author(s)

KAZEMI MOJTABA | JALAEE ESFANDABADI SAYYED ABDOLMAJID | AKBARI FARD HOSSEIN | Issue Writer Certificate

Keywords

EXCHANGE RATE UNCERTAINTYQ2

GARCH METHODQ2

ARTIFICIAL NEURAL NETWORKQ2

ECONOMIC GROWTHQ2

Abstract

In this paper, in order to empirically examine and predict the effect of EXCHANGE RATE UNCERTAINTY on ECONOMIC GROWTH in Iran over the period 1959 to 2010, econometrics methods and ARTIFICIAL NEURAL NETWORK are applied. For this purpose, at first the EXCHANGE RATE UNCERTAINTY is calculated by the generalized autoregressive conditional heteroskedasticity (GARCH) method. Then the impact of EXCHANGE RATE UNCERTAINTY on ECONOMIC GROWTH in Iran has been tested. For this purpose, the proper network, in according to valuation criterions like determination coefficient and mean square of error were determined. Then research hypothesis has been investigated by attention to trained ARTIFICIAL NEURAL NETWORK. The results indicate that EXCHANGE RATE UNCERTAINTY has had a weak negative effect on Iran ECONOMIC GROWTH in recent years. Of course, it is expected that this effect in the future to be significantly stronger.

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APA: Copy

KAZEMI, MOJTABA, JALAEE ESFANDABADI, SAYYED ABDOLMAJID, & AKBARI FARD, HOSSEIN. (2014). INVESTIGATION THE IMPACT OF EXCHANGE RATE UNCERTAINTY ON ECONOMIC GROWTH IN IRAN BY NEURAL NETWORKS. JOURNAL OF ECONOMIC GROWTH AND DEVELOPMENT RESEARCH, 4(15), 25-40. SID. https://sid.ir/paper/192263/en

Vancouver: Copy

KAZEMI MOJTABA, JALAEE ESFANDABADI SAYYED ABDOLMAJID, AKBARI FARD HOSSEIN. INVESTIGATION THE IMPACT OF EXCHANGE RATE UNCERTAINTY ON ECONOMIC GROWTH IN IRAN BY NEURAL NETWORKS. JOURNAL OF ECONOMIC GROWTH AND DEVELOPMENT RESEARCH[Internet]. 2014;4(15):25-40. Available from: https://sid.ir/paper/192263/en

IEEE: Copy

MOJTABA KAZEMI, SAYYED ABDOLMAJID JALAEE ESFANDABADI, and HOSSEIN AKBARI FARD, “INVESTIGATION THE IMPACT OF EXCHANGE RATE UNCERTAINTY ON ECONOMIC GROWTH IN IRAN BY NEURAL NETWORKS,” JOURNAL OF ECONOMIC GROWTH AND DEVELOPMENT RESEARCH, vol. 4, no. 15, pp. 25–40, 2014, [Online]. Available: https://sid.ir/paper/192263/en

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