Neuro‐Genetic Predictions Of Currency Crises
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DOI: 10.1002/isaf.328
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- repec:zbw:bofitp:2011_002 is not listed on IDEAS
- Beckmann, Daniela & Menkhoff, Lukas & Sawischlewski, Katja, 2006.
"Robust lessons about practical early warning systems,"
Journal of Policy Modeling, Elsevier, vol. 28(2), pages 163-193, February.
- Beckmann, Daniela & Menkhoff, Lukas & Sawischlewski, Katja, 2005. "Robust Lessons about Practical Early Warning Systems," Hannover Economic Papers (HEP) dp-322, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
- Sawischlewski, Katja & Menkhoff, Lukas & Beckmann, Daniela, 2005. "Robust Lessons about Practical Early Warning Systems," Proceedings of the German Development Economics Conference, Kiel 2005 3, Verein für Socialpolitik, Research Committee Development Economics.
- Frankel, Jeffrey A. & Rose, Andrew K., 1996.
"Currency Crashes in Emerging Markets: Empirical Indicators,"
Center for International and Development Economics Research (CIDER) Working Papers
233424, University of California-Berkeley, Department of Economics.
- Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," NBER Working Papers 5437, National Bureau of Economic Research, Inc.
- Frankel, Jeffrey A & Rose, Andrew K, 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," CEPR Discussion Papers 1349, C.E.P.R. Discussion Papers.
- Jeffrey J. Frankel and Andrew K. Rose., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers C96-062, University of California at Berkeley.
- Andrew Berg & Eduardo Borensztein & Catherine Pattillo, 2005.
"Assessing Early Warning Systems: How Have They Worked in Practice?,"
IMF Staff Papers, Palgrave Macmillan, vol. 52(3), pages 1-5.
- Mr. Andrew Berg & Mr. Eduardo Borensztein & Ms. Catherine A Pattillo, 2004. "Assessing Early Warning Systems: How Have they Worked in Practice?," IMF Working Papers 2004/052, International Monetary Fund.
- Mr. Gian M Milesi-Ferretti & Ms. Natalia T. Tamirisa & Mr. Francesco Strobbe, 2010.
"Bilateral Financial Linkages and Global Imbalances: a View on The Eve of the Financial Crisis,"
IMF Working Papers
2010/257, International Monetary Fund.
- Milesi-Ferretti, Gian Maria & Tamirisa, Natalia & Strobbe, Francesco, 2010. "Bilateral Financial Linkages and Global Imbalances: A View on The Eve of the Financial Crisis," CEPR Discussion Papers 8173, C.E.P.R. Discussion Papers.
- Alessi, Lucia & Detken, Carsten, 2011. "Quasi real time early warning indicators for costly asset price boom/bust cycles: A role for global liquidity," European Journal of Political Economy, Elsevier, vol. 27(3), pages 520-533, September.
- Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996.
"Financial Crises in Emerging Markets: The Lessons from 1995,"
Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
- Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," NBER Working Papers 5576, National Bureau of Economic Research, Inc.
- Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Harvard Institute of Economic Research Working Papers 1759, Harvard - Institute of Economic Research.
- Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
- Andrew Berg & Catherine Pattillo, 1999.
"Are Currency Crises Predictable? A Test,"
IMF Staff Papers, Palgrave Macmillan, vol. 46(2), pages 1-1.
- Ms. Catherine A Pattillo & Mr. Andrew Berg, 1998. "Are Currency Crises Predictable? A Test," IMF Working Papers 1998/154, International Monetary Fund.
- Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998.
"Leading Indicators of Currency Crises,"
IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
- Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
- Nag, Ashok K & Mitra, Amit, 2002. "Forecasting Daily Foreign Exchange Rates Using Genetically Optimized Neural Networks," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 21(7), pages 501-511, November.
- Bussiere, Matthieu & Fratzscher, Marcel, 2008. "Low probability, high impact: Policy making and extreme events," Journal of Policy Modeling, Elsevier, vol. 30(1), pages 111-121.
- Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
- Marco Lo Duca & Tuomas Peltonen, 2011.
"Macrofinancial vulnerabilities and future financial stress: assessing systemic risks and predicting systemic events,"
BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential regulation and policy, volume 60, pages 82-88,
Bank for International Settlements.
- Peltonen, Tuomas A. & Lo Duca, Marco, 2011. "Macro-financial vulnerabilities and future financial stress: assessing systemic risks and predicting systemic events," Working Paper Series 1311, European Central Bank.
- Demirguc, Asli & Detragiache, Enrica, 2000.
"Monitoring Banking Sector Fragility: A Multivariate Logit Approach,"
The World Bank Economic Review, World Bank, vol. 14(2), pages 287-307, May.
- Ms. Enrica Detragiache & Asli Demirgüç-Kunt, 1999. "Monitoring Banking Sector Fragility: A Multivariate Logit Approach," IMF Working Papers 1999/147, International Monetary Fund.
- Maurice Obstfeld, 1994. "The Logic of Currency Crises," NBER Working Papers 4640, National Bureau of Economic Research, Inc.
- Frank, Charles Jr. & Cline, William R., 1971. "Measurement of debt servicing capacity: An application of discriminant analysis," Journal of International Economics, Elsevier, vol. 1(3), pages 327-344, August.
- A. Berg & C. Pattillo, 1999. "What Caused the Asian Crises: An Early Warning System Approach," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 28(3), pages 285-334, November.
- Paul Krugman, 1999. "Balance Sheets, the Transfer Problem, and Financial Crises," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 6(4), pages 459-472, November.
- Fioramanti, Marco, 2008.
"Predicting sovereign debt crises using artificial neural networks: A comparative approach,"
Journal of Financial Stability, Elsevier, vol. 4(2), pages 149-164, June.
- Marco Fioramanti, 2006. "Predicting Sovereign Debt Crises Using Artificial Neural Networks: A Comparative Approach," ISAE Working Papers 72, ISTAT - Italian National Institute of Statistics - (Rome, ITALY).
- Farzan Aminian & E. Suarez & Mehran Aminian & Daniel Walz, 2006. "Forecasting Economic Data with Neural Networks," Computational Economics, Springer;Society for Computational Economics, vol. 28(1), pages 71-88, August.
- Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-325, August.
- Peltonen, Tuomas A., 2006. "Are emerging market currency crises predictable? A test," Working Paper Series 571, European Central Bank.
- Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
- Barry Eichengreen & Andrew K. Rose, 1998.
"Staying Afloat When the Wind Shifts: External Factors and Emerging-Market Banking Crises,"
NBER Working Papers
6370, National Bureau of Economic Research, Inc.
- Eichengreen, Barry & Rose, Andrew K, 1998. "Staying Afloat When the Wind Shifts: External Factors and Emerging-Market Banking Crises," CEPR Discussion Papers 1828, C.E.P.R. Discussion Papers.
- Frankel, Jeffrey A. & Rose, Andrew K., 1996.
"Currency crashes in emerging markets: An empirical treatment,"
Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
- Jeffrey A. Frankel & Andrew K. Rose, 1996. "Currency crashes in emerging markets: an empirical treatment," International Finance Discussion Papers 534, Board of Governors of the Federal Reserve System (U.S.).
- Zhang, Guoqiang & Eddy Patuwo, B. & Y. Hu, Michael, 1998. "Forecasting with artificial neural networks:: The state of the art," International Journal of Forecasting, Elsevier, vol. 14(1), pages 35-62, March.
- Berg, Andrew & Pattillo, Catherine, 1999. "Predicting currency crises:: The indicators approach and an alternative," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 561-586, August.
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