Measuring of second–order stochastic dominance portfolio efficiency
Kybernetika (2010)
- Volume: 46, Issue: 3, page 488-500
- ISSN: 0023-5954
Access Full Article
topAbstract
topHow to cite
topKopa, Miloš. "Measuring of second–order stochastic dominance portfolio efficiency." Kybernetika 46.3 (2010): 488-500. <http://eudml.org/doc/196506>.
@article{Kopa2010,
abstract = {In this paper, we deal with second-order stochastic dominance (SSD) portfolio efficiency with respect to all portfolios that can be created from a considered set of assets. Assuming scenario approach for distribution of returns several SSD portfolio efficiency tests were proposed. We introduce a $\delta $-SSD portfolio efficiency approach and we analyze the stability of SSD portfolio efficiency and $\delta $-SSD portfolio efficiency classification with respect to changes in scenarios of returns. We propose new SSD and $\delta $-SSD portfolio efficiency measures as measures of the stability. We derive a non-linear and mixed-integer non-linear programs for evaluating these measures. Contrary to all existing SSD portfolio inefficiency measures, these new measures allow us to compare any two $\delta $-SSD efficient or SSD efficient portfolios. Finally, using historical US stock market data, we compute $\delta $-SSD and SSD portfolio efficiency measures of several SSD efficient portfolios.},
author = {Kopa, Miloš},
journal = {Kybernetika},
keywords = {stochastic dominance; stability; SSD portfolio efficiency measure; stability; stochastic dominance; SSD portfolio efficiency measure},
language = {eng},
number = {3},
pages = {488-500},
publisher = {Institute of Information Theory and Automation AS CR},
title = {Measuring of second–order stochastic dominance portfolio efficiency},
url = {http://eudml.org/doc/196506},
volume = {46},
year = {2010},
}
TY - JOUR
AU - Kopa, Miloš
TI - Measuring of second–order stochastic dominance portfolio efficiency
JO - Kybernetika
PY - 2010
PB - Institute of Information Theory and Automation AS CR
VL - 46
IS - 3
SP - 488
EP - 500
AB - In this paper, we deal with second-order stochastic dominance (SSD) portfolio efficiency with respect to all portfolios that can be created from a considered set of assets. Assuming scenario approach for distribution of returns several SSD portfolio efficiency tests were proposed. We introduce a $\delta $-SSD portfolio efficiency approach and we analyze the stability of SSD portfolio efficiency and $\delta $-SSD portfolio efficiency classification with respect to changes in scenarios of returns. We propose new SSD and $\delta $-SSD portfolio efficiency measures as measures of the stability. We derive a non-linear and mixed-integer non-linear programs for evaluating these measures. Contrary to all existing SSD portfolio inefficiency measures, these new measures allow us to compare any two $\delta $-SSD efficient or SSD efficient portfolios. Finally, using historical US stock market data, we compute $\delta $-SSD and SSD portfolio efficiency measures of several SSD efficient portfolios.
LA - eng
KW - stochastic dominance; stability; SSD portfolio efficiency measure; stability; stochastic dominance; SSD portfolio efficiency measure
UR - http://eudml.org/doc/196506
ER -
References
top- Dentcheva, D., Henrion, R., Ruszczyński, A., 10.1137/060650118, SIAM J. Optim. 18 (2007), 322–333. MR2299687DOI10.1137/060650118
- Dentcheva, D., Ruszczyński, A., 10.1137/S1052623402420528, SIAM J. Optim. 14 (2003), 548–566. MR2048155DOI10.1137/S1052623402420528
- Dentcheva, D., Ruszczyński, A., 10.1007/s10107-003-0453-z, Math. Programming 99 (2004), 329–350. MR2039044DOI10.1007/s10107-003-0453-z
- Dentcheva, D., Ruszczyński, A., 10.1016/j.jbankfin.2005.04.024, J. Banking and Finance 30 (2006), 2, 433–451. DOI10.1016/j.jbankfin.2005.04.024
- Rudolf, G., Ruszczyński, A., 10.1137/070702473, SIAM J. Optim. 19 (2008), 3, 1326–1343. MR2460744DOI10.1137/070702473
- Hadar, J., Russell, W. R., Rules for ordering uncertain prospects, Amer. Econom. Rev. 59 (1969), 1, 25–34.
- Hanoch, G., Levy, H., 10.2307/2296431, Rev. Econom. Stud. 36 (1969), 335–346. Zbl0184.45202DOI10.2307/2296431
- Hardy, G. H., Littlewood, J. E., Polya, G., Inequalities, Cambridge University Press, Cambridge 1934. Zbl0634.26008
- Kopa, M., Chovanec, P., A second-order stochastic dominance portfolio efficiency measure, Kybernetika 44 (2008), 2, 243–258. Zbl1154.91456MR2428222
- Kopa, M., Post, T., 10.1017/S0022109009990251, J. Financial and Quantitative Analysis 44 (2009), 5, 1103–1124. DOI10.1017/S0022109009990251
- Kopa, M., An efficient LP test for SSD portfolio efficiency, Working paper, available at: http://ssrn.com/abstract=1340863.
- Kuosmanen, T., 10.1287/mnsc.1040.0284, Management Sci. 50 (2004), 10, 1390–1406. DOI10.1287/mnsc.1040.0284
- Levy, H., Stochastic Dominance: Investment Decision Making Under Uncertainty, Second edition. Springer Science, New York 2006. Zbl1109.91037MR2239375
- Luedtke, J., 10.1137/070707956, SIAM J. Optim. 19 (2008), 3, 1433–1450. Zbl1180.90215MR2466178DOI10.1137/070707956
- Ogryczak, W., Ruszczyński, A., 10.1137/S1052623400375075, SIAM J. Optim. 13 (2002), 60–78. MR1922754DOI10.1137/S1052623400375075
- Pflug, G. Ch., Some remarks on the value-at-risk and the conditional value-at-risk, In: Probabilistic Constrained Optimization: Methodology and Applications (S. Uryasev, ed.), Kluwer Academic Publishers, Norwell MA 2000, pp. 278–287. Zbl0994.91031MR1819417
- Post, T., 10.1111/1540-6261.00592, J. Finance 58 (2003), 1905–1932. DOI10.1111/1540-6261.00592
- Roman, D., Darby-Dowman, K., Mitra, G., 10.1007/s10107-006-0722-8, Math. Programming, Series B 108 (2006), 541–569. Zbl1138.91476MR2238714DOI10.1007/s10107-006-0722-8
- Römisch, W., Stability of stochastic programming problems, In: Stochastic Programming. Handbooks in Operations Research and Management Science 10 (A. Ruszczyński and A. Shapiro, eds.), Elsevier, Amsterdam 2003, pp. 483–554. MR2052760
- Rothschild, M., Stiglitz, J. E., Rules for ordering uncertain prospects, J. Economic Theory 2 (1969), 225–243.
- Ruszczyński, A., Vanderbei, R. J., 10.1111/1468-0262.t01-1-00448, Econometrica 71 (2003), 4, 1287–1297. MR1995832DOI10.1111/1468-0262.t01-1-00448
- Uryasev, S., Rockafellar, R. T., 10.1016/S0378-4266(02)00271-6, J. Banking and Finance 26 (2002), 1443–1471. DOI10.1016/S0378-4266(02)00271-6
- Whitmore, G. A., Third degree stochastic dominance, Amer. Econom. Rev. 60 (1970), 457–459.
NotesEmbed ?
topTo embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.