A study on the modified components of Asian Currency Unit: an application of the Artificial Neural Network

A study on the modified components of Asian Currency Unit: an application of the Artificial... This paper identifies the modified components of the central value of the Asian Currency Unit (ACU). The purpose of this research was to utilize the Back-Propagation Neural Network (BPNN) to implement the modified components analysis and compared the results with that of the Radial Basis Function Neural Network (RBFNN). Eight models were constituted to evaluate the macroeconomic variables’ extent of influence on the central value of the ACU. The empirical evidence supports the need of the sample countries to construct the central rate of the ACU. By considering foreign direct investment (FDI), external debt, and bank claims from the private sector, the central value of the ACU could be expressed more effectively. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png Quality & Quantity Springer Journals

A study on the modified components of Asian Currency Unit: an application of the Artificial Neural Network

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Publisher
Springer Netherlands
Copyright
Copyright © 2009 by Springer Science+Business Media B.V.
Subject
Social Sciences; Methodology of the Social Sciences; Social Sciences, general
ISSN
0033-5177
eISSN
1573-7845
D.O.I.
10.1007/s11135-009-9300-5
Publisher site
See Article on Publisher Site

Abstract

This paper identifies the modified components of the central value of the Asian Currency Unit (ACU). The purpose of this research was to utilize the Back-Propagation Neural Network (BPNN) to implement the modified components analysis and compared the results with that of the Radial Basis Function Neural Network (RBFNN). Eight models were constituted to evaluate the macroeconomic variables’ extent of influence on the central value of the ACU. The empirical evidence supports the need of the sample countries to construct the central rate of the ACU. By considering foreign direct investment (FDI), external debt, and bank claims from the private sector, the central value of the ACU could be expressed more effectively.

Journal

Quality & QuantitySpringer Journals

Published: Dec 24, 2009

References

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