Robust regression with optimisation heuristics
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- Peter Winker & Marianna Lyra & Chris Sharpe, 2011.
"Least median of squares estimation by optimization heuristics with an application to the CAPM and a multi-factor model,"
Computational Management Science, Springer, vol. 8(1), pages 103-123, April.
- Peter Winker & Marianna Lyra & Chris Sharpe, 2008. "Least Median of Squares Estimation by Optimization Heuristics with an Application to the CAPM and Multi Factor Models," Working Papers 006, COMISEF.
- Winker, Peter & Fang, Kai-Tai, 1995. "Application of threshold accepting to the evaluation of the discrepancy of a set of points," Discussion Papers, Series II 248, University of Konstanz, Collaborative Research Centre (SFB) 178 "Internationalization of the Economy".
- Alexander Kempf & Christoph Memmel, 2006. "Estimating the global Minimum Variance Portfolio," Schmalenbach Business Review (sbr), LMU Munich School of Management, vol. 58(4), pages 332-348, October.
- Ozgur S. Ince & R. Burt Porter, 2006. "Individual Equity Return Data From Thomson Datastream: Handle With Care!," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 463-479, December.
- Knez, Peter J & Ready, Mark J, 1997. "On the Robustness of Size and Book-to-Market in Cross-Sectional Regressions," Journal of Finance, American Finance Association, vol. 52(4), pages 1355-1382, September.
- M. Gilli & E. Kellezi & H. Hysi, 2006.
"A Data-Driven Optimization Heuristic for Downside Risk Minimization,"
Computing in Economics and Finance 2006
355, Society for Computational Economics.
- Manfred Gilli & Evis Këllezi & Hilda Hysi, 2006. "A Data-Driven Optimization Heuristic for Downside Risk Minimization," Swiss Finance Institute Research Paper Series 06-02, Swiss Finance Institute.
- Fitzenberger, Bernd & Winker, Peter, 2007.
"Improving the computation of censored quantile regressions,"
Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 88-108, September.
- Fitzenberger, Bernd & Winker, Peter, 1999. "Improving the Computation of Censored Quantile Regressions," Discussion Papers 568, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
- Rudolf, Markus & Wolter, Hans-Jurgen & Zimmermann, Heinz, 1999. "A linear model for tracking error minimization," Journal of Banking & Finance, Elsevier, vol. 23(1), pages 85-103, January.
- Manfred GILLI & Enrico SCHUMANN, 2009. "An Empirical Analysis of Alternative Portfolio Selection Criteria," Swiss Finance Institute Research Paper Series 09-06, Swiss Finance Institute.
- Blume, Marshall E, 1971. "On the Assessment of Risk," Journal of Finance, American Finance Association, vol. 26(1), pages 1-10, March.
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Cited by:
- Somya Tyagi & Sikandar Siddiqui, 2017. "Yield Curve and Momentum Effects in Monthly U.S. Equity Returns: Some Nonparametric Evidence," Asian Journal of Economics and Empirical Research, Asian Online Journal Publishing Group, vol. 4(2), pages 61-67.
- Arne Risa Hole & Hong Il Yoo, 2017.
"The use of heuristic optimization algorithms to facilitate maximum simulated likelihood estimation of random parameter logit models,"
Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(5), pages 997-1013, November.
- Arne Risa Hole & Hong Il Yoo, 2014. "The use of heuristic optimization algorithms to facilitate maximum simulated likelihood estimation of random parameter logit models," Working Papers 2014021, The University of Sheffield, Department of Economics.
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Keywords
Optimisation heuristics; Robust Regression; Least Median of Squares;NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2009-12-05 (Econometrics)
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