Modelling and Data Analysis
2023. Vol. 13, no. 4, 140–152
doi:10.17759/mda.2023130408
ISSN: 2219-3758 / 2311-9454 (online)
Bond Portfolio Selection in the Cox-Ingersoll-Ross Framework by the Probabilistic Criterion
Abstract
The problem of bond portfolio selection is considered in Cox-Ingersoll-Ross framework. The probability function is chosen as an optimality criterion, which leads to a stochastic optimization problem, The problem is solved using a smooth approximation of the probability function and its derivatives via gradient projection method. An example is provided.
General Information
Keywords: bond stochastic programming, probability function, bond portfolio, Cox-Ingersoll-Ross model
Journal rubric: Software
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2023130408
Funding. The reported study was funded by Russian Science Foundation (RSF), project number 22-21-00213
Received: 09.09.2023
Accepted:
For citation: Sobol V.R., Torishniy R.O. Bond Portfolio Selection in the Cox-Ingersoll-Ross Framework by the Probabilistic Criterion. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2023. Vol. 13, no. 4, pp. 140–152. DOI: 10.17759/mda.2023130408. (In Russ., аbstr. in Engl.)
References
- Markowits Harry M. Portfolio Selection // Journal of Finance. 1952. 7. № 1 pp. 71-91.
- Kibzun A.I., Kuznecov E.A. Optimal'noe upravlenie portfelem cennyh bumag // Avtomatika i telemekhanika. 2001. № 9. pp. 101–113.
- Grigor'ev P.V., Kan Yu.S. Optimal'noe upravlenie po kvantil'nomu kriteriyu portfelem cennyh bumag // Avtomatika i telemekhanika. 2004. № 2. pp. 179–197.
- Ignatov A.N., Kibzun A.I. Dvuhshagovaya zadacha formirovaniya portfelya cennyh bumag iz dvuh riskovyh aktivov po veroyatnostnomu kriteriyu // Avtomatika i telemekhanika. 2015. №7. P. 78–100.
- Kan Yu.S., Kibzun A.I. Zadachi stohasticheskogo programmirovaniya s veroyatnostnymi kriteriyami. M.: Fizmatlit, 2009.
- Barysheva A.E., Markov A.S., Micel' A.A. Ocenka VaR pri negaussovom raspredelenii dohodnostej aktivov // Rossijskij tekhnologicheskij zhurnal. 2020. №8(2). pp.67-84.
- Vasicek O. An equilibrium characterization of the term structure // J. Financial Economics. 1977. V. 5. pp. 177-188.
- Cox J., Ingersoll J., Ross S. A Theory of the term structure of interest rate // Econometrica. 1985. V. 53. pp. 385-407.
- Kan Yu.S., Sysuev A.V. O priblizhennom reshenii zadachi formirovaniya portfelya cennyh bumag s fiksirovannym dohodom // Avtomatika i telemekhanika. 2010. № 6. pp. 130–141.
- Sobol' V.R., Torishnyj R.O. O gladkoj approksimacii veroyatnostnyh kriteriev v zadachah stohasticheskogo programmirovaniya // Tr. SPIIRAN. V. 19. № 1. 2020. pp. 180—217
- Sobol V., Torishnyi R. Smooth approximation of probability and quantile functions: vector generalization and its applications // Journal of Physics: Conference Series. 1925 012034. 2021. pp. 1–10.
- Torishnyj R.O. Programmnyj kompleks dlya analiza zadach stohasticheskogo programmirovaniya s veroyatnostnym kriteriem // VKiT. 2022. V. 19. No 5(215). pp. 3–12.
Information About the Authors
Metrics
Views
Total: 131
Previous month: 12
Current month: 8
Downloads
Total: 76
Previous month: 7
Current month: 2