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Financial Versus Human Resources in the Greek-Turkish Arms Race: A Forecasting Investigation Using Artificial Neural Networks

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Author Info
Andreou, Andreas S.
Zombanakis, George A.

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Abstract

This paper aims at forecasting the burden on the Greek economy resulting from the arms race against Turkey and at concentrating on the leading determinants of this burden. The military debt and the defence share of GDP are employed alternatively in order to approximate the measurement of the arms race pressure on Greece, and the method used is that of artificial neural networks. The use of a wide variety of explanatory variables in combination with the promising results derived, suggest that the impact on the Greek economy resulting from this arms race is determined, to a large extent, by demographic factors which strongly favour the Turkish side. Prediction on both miltary debt and defence expenditure exhibited highly satisfactory accuracy, while the estimation of input significance, indicates that variables describing the Turkish side are often dominant over the corresponding Greek ones.

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File URL: http://mpra.ub.uni-muenchen.de/13892/
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Publisher Info
Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 13892.

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Date of creation: Jan 2000
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Publication status: Published in Defence and Peace Economics 4.11(2000): pp. 403-426
Handle: RePEc:pra:mprapa:13892

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Related research
Keywords: Greek Military Debt; Defence Expenditure; Neural Networks;

Find related papers by JEL classification:
C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
H56 - Public Economics - - National Government Expenditures and Related Policies - - - National Security and War

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. Kollias, Christos G, 1995. "Preliminary Findings on the Economic Effects of Greek Military Expenditure," Applied Economics Letters, Taylor and Francis Journals, vol. 2(1), pages 16-18, January. [Downloadable!] (restricted)
  2. Benoit, Emile, 1978. "Growth and Defense in Developing Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 26(2), pages 271-80, January.
  3. Levine, Paul & Smith, Ron, 1997. "The arms trade and the stability of regional arms races," Journal of Economic Dynamics and Control, Elsevier, vol. 21(2-3), pages 631-654. [Downloadable!] (restricted)
  4. Stavrinos, Vasilios G. & Zombanakis, George A., 1998. "The Vicious Cycle of the Foreign Military Debt," MPRA Paper 17758, University Library of Munich, Germany. [Downloadable!]
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. A. S. Andreou & K. E. Parsopoulos & M. N. Vrahatis & G. A. Zombanakis, 2004. "An alliance between Cyprus and Greece: assessing its partners' relative security contribution," Defence and Peace Economics, Taylor and Francis Journals, vol. 15(5), pages 481-495, October. [Downloadable!] (restricted)
  2. A. S. Andreou & K. E. Parsopoulos & M. N. Vrahatis & G. A. Zombanakis, 2002. "Optimal Versus Required Defence Expenditure: The Case Of The Greek-Turkish Arms Race," Defence and Peace Economics, Taylor and Francis Journals, vol. 13(4), pages 329-347, January. [Downloadable!] (restricted)
  3. Christos Kollias & Suzanna-Maria Paleologou, 2002. "Is There A Greek-Turkish Arms Race? Some Further Empirical Results From Causality Tests," Defence and Peace Economics, Taylor and Francis Journals, vol. 13(4), pages 321-328, January. [Downloadable!] (restricted)
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