Robust Portfolio Selection

作者: Dessislava A. Pachamanova

DOI: 10.1002/9780470400531.EORMS1071

关键词:

摘要: Robust portfolio selection is the process of allocating assets in such a way that resulting less sensitive to errors predicted behavior portfolio. Tools from robust and Bayesian statistics, simulation, stochastic optimization are often used improve stability, theoretical properties, computational tractability models for selection. Keywords: portfolio allocation; robust parameter estimation; robust optimization; portfolio risk measures; uncertainty sets; distributional uncertainty; multiperiod

参考文章(62)
Aharon Ben-Tal, Tamar Margalit, Arkadi Nemirovski, Robust Modeling of Multi-Stage Portfolio Problems Springer US. pp. 303- 328 ,(2000) , 10.1007/978-1-4757-3216-0_12
Aharon Ben-Tal, Arkadi Nemirovski, Lectures on modern convex optimization: analysis, algorithms, and engineering applications Society for Industrial and Applied Mathematics. ,(2001) , 10.1137/1.9780898718829
Hans Föllmer, Alexander Schied, Robust Preferences and Convex Measures of Risk Springer, Berlin, Heidelberg. pp. 39- 56 ,(2002) , 10.1007/978-3-662-04790-3_2
Steve Zymler, Berç Rustem, Daniel Kuhn, Robust portfolio optimization with derivative insurance guarantees European Journal of Operational Research. ,vol. 210, pp. 410- 424 ,(2011) , 10.1016/J.EJOR.2010.09.027
Mark Broadie, Computing efficient frontiers using estimated parameters Annals of Operations Research. ,vol. 45, pp. 21- 58 ,(1993) , 10.1007/BF02282040
Li Chen, Simai He, Shuzhong Zhang, Tight Bounds for Some Risk Measures, with Applications to Robust Portfolio Selection Operations Research. ,vol. 59, pp. 847- 865 ,(2011) , 10.1287/OPRE.1110.0950
Dashan Huang, Shushang Zhu, Frank J. Fabozzi, Masao Fukushima, Portfolio selection under distributional uncertainty: A relative robust CVaR approach European Journal of Operational Research. ,vol. 203, pp. 185- 194 ,(2010) , 10.1016/J.EJOR.2009.07.010
Nalan Gülpınar, Berç Rustem, Worst-case robust decisions for multi-period mean–variance portfolio optimization European Journal of Operational Research. ,vol. 183, pp. 981- 1000 ,(2007) , 10.1016/J.EJOR.2006.02.046
Ioana Popescu, Robust Mean-Covariance Solutions for Stochastic Optimization Operations Research. ,vol. 55, pp. 98- 112 ,(2007) , 10.1287/OPRE.1060.0353
Ban Kawas, Aurélie Thiele, A log-robust optimization approach to portfolio management OR Spectrum. ,vol. 33, pp. 207- 233 ,(2011) , 10.1007/S00291-008-0162-3