Using Boosting for Financial Analysis and Performance Prediction: Application to S&P 500 Companies, Latin American ADRs and Banks
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DOI: 10.1007/s10614-010-9205-3
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References listed on IDEAS
- Fare,Rolf & Grosskopf,Shawna & Lovell,C. A. Knox, 2008.
"Production Frontiers,"
Cambridge Books,
Cambridge University Press, number 9780521072069, September.
- Fare,Rolf & Grosskopf,Shawna & Lovell,C. A. Knox, 1993. "Production Frontiers," Cambridge Books, Cambridge University Press, number 9780521420334.
- Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998.
"Law and Finance,"
Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
- Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, "undated". "Law and Finance," Working Paper 19451, Harvard University OpenScholar.
- Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1997. "Law And Finance," Harvard Institute for International Development (HIID) Papers 294393, Harvard University, Kennedy School of Government.
- Rafael LaPorta & Florencio Lopez de-Silanes & Andrei Shleifer & Robert W. Vishny, 1996. "Law and Finance," Harvard Institute of Economic Research Working Papers 1768, Harvard - Institute of Economic Research.
- Rafael La Porta & Florencio Lopez-de-Silane & Andrei Shleifer & Robert W. Vishny, 1996. "Law and Finance," NBER Working Papers 5661, National Bureau of Economic Research, Inc.
- La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert W., 1998. "Law and Finance," Scholarly Articles 3451310, Harvard University Department of Economics.
- 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.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
- 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.
- repec:bla:jfinan:v:59:y:2004:i:3:p:1083-1124 is not listed on IDEAS
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Keywords
Financial analysis; Machine learning; Adaboost; Data mining;All these keywords.
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