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The Greek-Turkish Arms Race Using Artificial Neural Networks

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  • Andreou, Andreas S.
  • Zombanakis, George

Abstract

The aim of this paper is to forecast the pressure due to this arms race between Greece and Turkey exercised on the economy of the former. This forecast, established on the basis of the most appropriate explanatory variables, will provide the opportunity to comment on the nature and relative importance of the explanatory variables that determine the burden of this arms race on the Greek economy, as this is approximated by either the military debt of the country or the defence share of GDP. The method of analysis used is that of Artificial Neural Networks, which has been considered preferable to the conventional estimation methods for the purposes of the present analysis for reasons analyzed later on in this paper.

Suggested Citation

  • Andreou, Andreas S. & Zombanakis, George, 2003. "The Greek-Turkish Arms Race Using Artificial Neural Networks," MPRA Paper 78576, University Library of Munich, Germany, revised 14 Jul 2003.
  • Handle: RePEc:pra:mprapa:78576
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    References listed on IDEAS

    as
    1. Christos Kollias, 1995. "Preliminary findings on the economic effects of Greek military expenditure," Applied Economics Letters, Taylor & Francis Journals, vol. 2(1), pages 16-18.
    2. Nicholas Antonakis, 1997. "Military Expenditure and Economic Growth in Greece, 1960-90," Journal of Peace Research, Peace Research Institute Oslo, vol. 34(1), pages 89-100, February.
    3. Christos Kollias & Stelios Makrydakis, 1997. "Is there a Greek-Turkish arms race?: Evidence from cointegration and causality tests," Defence and Peace Economics, Taylor & Francis Journals, vol. 8(4), pages 355-379.
    4. Benoit, Emile, 1978. "Growth and Defense in Developing Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 26(2), pages 271-280, January.
    5. 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.
    6. Stavrinos, Vasilios G. & Zombanakis, George A., 1998. "The Vicious Cycle of the Foreign Military Debt," MPRA Paper 17758, University Library of Munich, Germany.
    7. Tim Hill & Marcus O'Connor & William Remus, 1996. "Neural Network Models for Time Series Forecasts," Management Science, INFORMS, vol. 42(7), pages 1082-1092, July.
    8. Jacques Fontanel, 1994. "The economics of disarmament," Post-Print hal-02381994, HAL.
    9. Vassilis G. Stavrinos & George A. Zombanakis, 1998. "The Vicious Cycle of the Foreign Military Debt," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 5-26, January -.
    10. Christos G. Kollias, 1996. "The Greek - Turkish Conflict and Greek Military Expenditure 1960-92," Journal of Peace Research, Peace Research Institute Oslo, vol. 33(2), pages 217-228, May.
    11. Paul Levine & Ron Smith, 1997. "The arms trade," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 12(25), pages 336-370.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Arms Race; Neural Networks; Defence Expenditure;
    All these keywords.

    JEL classification:

    • C65 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Miscellaneous Mathematical Tools
    • H56 - Public Economics - - National Government Expenditures and Related Policies - - - National Security and War

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