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Using neural networks and cognitive mapping in scenario analysis: The case of Turkey's inflation dynamics

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  • Onsel Sahin, Sule
  • Ulengin, Fusun
  • Ulengin, Burc

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  • Onsel Sahin, Sule & Ulengin, Fusun & Ulengin, Burc, 2004. "Using neural networks and cognitive mapping in scenario analysis: The case of Turkey's inflation dynamics," European Journal of Operational Research, Elsevier, vol. 158(1), pages 124-145, October.
    • Handle: RePEc:eee:ejores:v:158:y:2004:i:1:p:124-145
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    1. Nadkarni, Sucheta & Shenoy, Prakash P., 2001. "A Bayesian network approach to making inferences in causal maps," European Journal of Operational Research, Elsevier, vol. 128(3), pages 479-498, February.
    2. Feliz, Raul Anibal & Welch, John H., 1997. "Cointegration and tests of a classical model of inflation in Argentina, Bolivia, Brazil, Mexico, and Peru," Journal of Development Economics, Elsevier, vol. 52(1), pages 189-219, February.
    3. Hruschka, Harald, 1993. "Determining market response functions by neural network modeling: A comparison to econometric techniques," European Journal of Operational Research, Elsevier, vol. 66(1), pages 27-35, April.
    4. Mangiameli, Paul & Chen, Shaw K. & West, David, 1996. "A comparison of SOM neural network and hierarchical clustering methods," European Journal of Operational Research, Elsevier, vol. 93(2), pages 402-417, September.
    5. C. Marlene Fiol & Anne Sigismund Huff, 1992. "Maps For Managers: Where Are We? Where Do We Go From Here?," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 267-285, May.
    6. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    7. Swanson, Norman R. & White, Halbert, 1997. "Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models," International Journal of Forecasting, Elsevier, vol. 13(4), pages 439-461, December.
    8. Bunn, Derek W. & Salo, Ahti A., 1993. "Forecasting with scenarios," European Journal of Operational Research, Elsevier, vol. 68(3), pages 291-303, August.
    9. Colin Eden & Fran Ackermann & Steve Cropper, 1992. "The Analysis Of Cause Maps," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 309-324, May.
    10. Fry, Maxwell J., 1980. "Money, interest, inflation and growth in Turkey," Journal of Monetary Economics, Elsevier, vol. 6(4), pages 535-545, October.
    11. Hwarng, H. Brian & Ang, H. T., 2001. "A simple neural network for ARMA(p,q) time series," Omega, Elsevier, vol. 29(4), pages 319-333, August.
    12. Gary G. Moser, 1995. "The Main Determinants of Inflation in Nigeria," IMF Staff Papers, Palgrave Macmillan, vol. 42(2), pages 270-289, June.
    13. J H Powell, 2001. "Generating networks for strategic planning by successive key factor modification," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 52(4), pages 369-382, April.
    14. Morrison, Rodney J, 1987. "Inflation in Portugal, 1953-1980: An Econometric Analysis," Kyklos, Wiley Blackwell, vol. 40(2), pages 219-237.
    15. Glenn Milligan, 1980. "An examination of the effect of six types of error perturbation on fifteen clustering algorithms," Psychometrika, Springer;The Psychometric Society, vol. 45(3), pages 325-342, September.
    16. Bood, Robert & Postma, Theo, 1997. "Strategic learning with scenarios," European Management Journal, Elsevier, vol. 15(6), pages 633-647, December.
    17. Saini, Krishan G., 1982. "The monetarist explanation of inflation: The experience of six Asian countries," World Development, Elsevier, vol. 10(10), pages 871-884, October.
    18. Le Bihan, Herve & Sedillot, Franck, 2000. "Do core inflation measures help forecast inflation?: Out-of-sample evidence from French data," Economics Letters, Elsevier, vol. 69(3), pages 261-266, December.
    19. Mingers, John & Brocklesby, John, 1997. "Multimethodology: Towards a framework for mixing methodologies," Omega, Elsevier, vol. 25(5), pages 489-509, October.
    20. Chiang, W. -C. & Urban, T. L. & Baldridge, G. W., 1996. "A neural network approach to mutual fund net asset value forecasting," Omega, Elsevier, vol. 24(2), pages 205-215, April.
    21. Sheehey, Edmund J., 1980. "Money, income and prices in Latin America : An empirical note," Journal of Development Economics, Elsevier, vol. 7(3), pages 345-357, September.
    22. Stephen K. McNees, 1986. "The accuracy of two forecasting techniques: some evidence and an interpretation," New England Economic Review, Federal Reserve Bank of Boston, issue Mar, pages 20-31.
    23. Zaiyong Tang & Paul A. Fishwick, 1993. "Feedforward Neural Nets as Models for Time Series Forecasting," INFORMS Journal on Computing, INFORMS, vol. 5(4), pages 374-385, November.
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    2. Sébastien Damart, 2010. "A Cognitive Mapping Approach to Organizing the Participation of Multiple Actors in a Problem Structuring Process," Group Decision and Negotiation, Springer, vol. 19(5), pages 505-526, September.
    3. Damart, Sébastien & Roy, Bernard, 2009. "The uses of cost-benefit analysis in public transportation decision-making in France," Transport Policy, Elsevier, vol. 16(4), pages 200-212, August.
    4. Kabak, Özgür & Ülengin, Füsun & Önsel Ekici, Şule, 2018. "Connecting logistics performance to export: A scenario-based approach," Research in Transportation Economics, Elsevier, vol. 70(C), pages 69-82.
    5. Sébastien Damart & Bernard Roy, 2006. "Limitations of Cost Benefit Analysis to support public debate: the case of public Transportation Decision-making in France," Working Papers hal-00948675, HAL.

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