Dynamic Asset Allocation Strategies Using a Stochastic Dynamic Programming Aproach

Handbook of Asset and Liability Management - Set

Volumn 1, Issue , 2008, Pages 199-251

  Infanger, Gerd ^a,b  

^a Stanford University   (United States)

^b Infanger Investment Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84882524270     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-044453248-0.50011-3     Document Type: Chapter

References (76)

1. Adaci J. Combining stochastic linear programming and dynamic programming to solve multiperiod portfolio problems, Dissertation 1996, Department of Operations Research, Stanford University.
2. Arrow K.J. Essays on the Theory of Risk Bearing 1971, Markham, Chicago.
3. Bell D. One switch utility functions and a measure of risk. Management Science 1988, 24(12):14126-14240.
4. Bellman R. Dynamic Programming 1957, Princeton University Press, Princeton, NJ.
5. Bernoulli D. Specimin theoriae novae de mensura sortis. Commentarii Academiae Scientiarum Imperiales Petropolitanae 1738, vol. 5:175-192. Translated.
6. Sommer L. Exposition of a new theory on the measurement of risk. Econometrica 1954, 22:22-36.
7. Blake D., Lehmann B.N., Timmermann A. Asset allocation dynamics and pension fund performance. Journal of Business 1999, 72(4):429-461.
8. Bodie Z., Crane D.B. Personal investing: Advice, theory, and evidence. Financial Analyst Journal 1997, 53(6):13-23.
9. Brennan M.J., Schwartz E.S. The use of treasury bill futures in strategic asset allocation programs. World Wide Asset and Liability Modeling 1998, 205-228. Cambridge University Press, Cambridge. W.T. Ziemba, J.M. Mulvey (Eds.).
10. Brennan M.J., Schwartz E.S., Lagnado R. Strategic asset allocation. Journal of Economic Dynamics and Control 1997, 21:1377-1403.
11. Brooke A., Kendrik D., Meeraus A. GAMS, A Users Guide 1988, The Scientific Press, South San Francisco, CA.
12. Campbell J.Y., Viceira L.M. Strategic Asset Allocation 2002, Oxford Unibersity Prees, Oxford, NY.
13. Carino D.R., Kent T., Myers D.H., Stacy C., Sylvanus M., Turner A.L., Watanabe K., Ziemba W.T. The Russel-Yasuda Kasai model: An asset-liability model for a Japanese insurance company using multistage stochastic programming. Interfaces 1994, 24(1):29-49.
14. Chacko G., Neumar K. Perturbation methods for dynamic portfolio allocation problems. Handbook of Asset and Liability Management: Theory and Methodology 2006, vol. 1:337-384. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
15. Chopra V.K. Improving optimization. Journal of Investing 1993, 2(3):51-59.
16. Chopra V.K., Ziemba W.T. The effect of errors in mean, variances and covariances on optimal portfolio choice. Journal of Portfolio Management 1993, 6-11. Winter.
17. Collomb A., Infanger G. The impact of serial correlation of asset returns on dynamic asset allocation strategies. SOL Technical Report 2005.
18. Connor G. Sensible return forecasting for portfolio management. Financial Analysts Journal (September/October) 1997, 44-51.
19. Consigli G. Asset liability management for individual investors. Handbook of Asset and Liability Management: Applications and Case Studies 2006, vol. 2. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
20. Consiglio A., Cocco F., Zenios S.A. The Prometaia Calcolo model for endowments with guarantees. Handbook of Asset and Liability Management: Applications and Case Studies 2006, vol. 2. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
21. Constantinides G.M. Rational asset prices. The Journal of Finance 2002, 57(4):1567-1591.
22. Cox J.C., Huang C. Optimal consumption and portfolio policies when asset prices follow a diffusion process. Journal of Economic Theory 1999, 49(October):33-83.
23. Dantzig G.B., Glynn P.W. Parallel processors for planning under uncertainty. Annals of Operations Research 1990, 22:1-21.
24. Dantzig G.B., Infanger G. Multi-stage stochastic linear programs for portfolio optimization. Annals of Operations Research 1993, 45:59-76.
25. Dembo R., Mausser H. The put/call efficient frontier. Algo Research Quarterly 2000, 3(1):13-25.
26. De Farias D.P., Van Roy B. The linear programming approach to approximate dynamic programming. Operations Research 2003, 51(6):850-865.
27. Dimson E., Marsh P., Staunton M. Triumph of the Optimists: 101 Years of Global Investment Returns 2002, Princeton University Press, Princeton, NJ.
28. Edirishinghe N.C.P. Integrated risk control using stochastic programming. Handbook of Asset and Liability Management: Applications and Case Studies 2006, vol. 2. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
29. Faig M. How do households invest their wealth. Report 2002, Centre de Recerca en Economia Interactional, Generalitat de Catalunya, Universitat Pompeu Fabra.
30. Frauendorfer K. Barycentric scenario trees in convex multistage stochastic programming. Mathematical Programming 1996, 75:277-293.
31. Friend I., Blume M. The demand for risky assets. American Economic Review 1975, 65(5):900-922.
32. Golub B., Holmer M., McKendall R., Pohlman L., Zenios S.A. A stochastic programming model for money management. European Journal of Operational Research 1995, 85:282-296.
33. Grinold R.C. Mean variance and scenario based approaches to portfolio selection. Journal of Portfolio Management 1999, 10-22. Winter.
34. Gunthorpe D., Levy H. Portfolio composition and the investment horizon. Financial Analyst Journal 1994, 51-56. January-February.
35. Hakansson N.H. On myopic portfolio policies, with and without serial correlation of yields. Journal of Business 1971, 44(3):324-334.
36. Hanoch G., Levy H. The efficiency analysis of choices involving risk. Review of Economic Studies 1969, 36(107):335-346.
37. Hiller R.S., Eckstein J. Stochastic dedication: Designing fixed income portfolios using massively parallel Benders decomposition. Management Science 1993, 39(11):1422-1438.
38. Infanger G. Monte Carlo (importance) sampling within a Benders decomposition algorithm for stochastic linear programs. Annals of Operations Research 1992, 39:41-67.
39. Infanger G. Planning Under Uncertainty-Solving Large-Scale Stochastic Linear Programs 1994, Boyd and Fraser, The Scientific Press Series.
40. Infanger G. DECIS User's Guide 1997, Dr. Gerd Infanger, 814 Loma Verde Ave, Palo Alto, CA 94303.
41. Infanger G. Managing risk using multi-stage stochastic optimization. Proceedings of the Autumn 2000 Joint Conference 1999, Report SOL 99-2, Dept. of Operations Research, Stanford University, CA and The Institute for Quantitative Research in Finance ("The Q-Group"), INQUIRE-United Kingdom, and INQUIRE-Europe.
42. Infanger G., Morton D. Cut sharing for multistage stochastic linear programs with interstage dependency. Mathematical Programming 1996, 75:241-256.
43. Kahnemann D., Tversky A. Prospect theory: An analysis of decisions under risk. Econometrica 1979, 47(2):263-291.
44. Kallberg J.G., Ziemba W.T. Remarks on optimal portfolio selection. Methods of Operations Research 1981, vol. 44:507-520. Oelgeschlager, Gunn and Hain. G. Bamberg, O. Opitz (Eds.).
45. Kallberg J.G., Ziemba W.T. Comparison of alternative utility functions in portfolio selection problems. Management Science 1983, 29:1257-1276.
46. Kallberg J.G., Ziemba W.T. Mis-specification in portfolio selection problems. Risk and Capital 1984, 74-87. Springer-Verlag, Berlin/New York. G. Bamberg, K. Spreemann (Eds.).
47. Keeney R., Raiffa H. Decisions with Multiple Objectives 1976, John Wiley and Sons, New York.
48. Kouwenberg R., Zenios S.A. Stochastic programming models for asset liability management. Handbook of Asset and Liability Management: Theory and Methodology 2006, vol. 1:253-303. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
49. Kusy M.I., Ziemba W.T. A bank asset and liability management model. Operations Research 1986, 35:356-376.
50. Levy H. Portfolio performance and the investment horizon. Management Science 1972, 18(12):B-645-B-653.
51. Markowitz H.M. Portfolio selection. The Journal of Finance 1952, 7:77-91.
52. Markowitz H.M. The value of a blank check. Journal of Portfolio Management 1994, 82-91. Summer.
53. Markowitz H.M., van Dijk E. Risk-return analysis. Handbook of Asset and Liability Management: Theory and Methodology 2006, vol. 1:139-197. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
54. MacLean L., Zhao Y., Ziemba W.T. Dynamic portfolio selection with process control. Journal of Banking and Finance 2006, 30:317-339. Special issue edited by P. Krokhmal, R.T. Rockafellar, S. Uryasev.
55. MacLean L., Ziemba W.T., Li Y. Time to wealth goals in capital accumulation. Quantitative Finance 2005, submitted for publication.
56. Merton R.C. Lifetime portfolio selection under uncertainty: the continuous-time case. Review of Economics and Statistics 1969, 51(3):247-259.
57. Merton R.C. Continuous-Time Finance 1990, Blackwell Publishing, 350 Main Street, Maiden, MA 02148-5020, USA.
58. Michaud R.O. The Markowitz optimization enigma: Is "optimized" optimal?. Financial Analysts Journal 1989, (January/February):31-32.
59. Mossin J. Optimal multiperiod portfolio policies. Journal of Business 1968, 215-229.
60. Mulvey J.M., Vladimirou H. Stochastic network programming for financial planning problems. Management Science 1992, 38:1642-1664.
61. Mulvey J.M., Pauling B., Britt S., Morin F. Dynamic financial analysis for multinational insurance companies. Handbook of Asset and Liability Management: Applications and Case Studies 2006, vol. 2. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
62. Musumeci J., Musumeci J. A dynamic programming approach to multiperiod asset allocation. Journal of Financial Services Research 1999, 15(1):5-21.
63. Nielsen S.S., Zenios S.A. A stochastic programming model for funding single-premium deferred annuities. Mathematical Programming 1996, 75:177-200.
64. Pratt J.W. Risk aversion in the small and in the large. Econometrica 1964, 32:122-136.
65. Rubinstein M. A strong case for generalized logarithmic utility model as the premier model of financial markets. The Journal of Finance 1976, 31(2):551-571.
66. Samuelson P. Lifetime portfolio selection by dynamic stochastic programming. Review of Economics and Statistics 1969, 51:239-246.
67. Siegel J. Stocks for the Long Run: The Definitive Guide to Financial Market Returns and Long-Term Investment Strategies 2002, McGraw-Hill Trade, New York.
68. Tobin J. Liquidity preference as behavior towards risk. Review of Economic Studies 1958, 25(2):65-86.
69. Treynor J.L. Time diversification. Journal of Investment Management 2003, 2(3):36-47.
70. Von Neumann J., Morgenstern O. Theory of Games and Economic Behavior 1944, Princeton University Press, Princeton, NJ.
71. Applications of Stochastic Programming 2005, SIAM - Mathematical Programming Society, Philadelphia, PA. S.W. Wallace, W.T. Ziemba (Eds.).
72. Zenios S.A. A model for portfolio management with mortgage-backed securities. Annals of Operations Research 1993, 43:337-356.
73. Ziemba W.T. Choosing investment portfolios when the returns have stable distributions. Mathematical Programming in Theory and Praxis 1974, 443-482. North-Holland, Amsterdam. P.L. Hammer, G. Zoutendijk (Eds.).
74. Ziemba W.T. The Stochastic Programming Approach to Asset, Liability, and Wealth Management 2003, The Research Foundation of AIMR, Charlottesville, VA.
75. Ziemba W.T. The Russell Yasuda, InnoALM, and related models for pensions, insurance companies and high net worth individuals. Handbook of Asset and Liability Management: Applications and Case Studies 2006, vol. 2. Elsevier, Amsterdam. S.A. Zenios, W.T. Ziemba (Eds.).
76. Ziemba W.T., Parkan C., Brooks-Hill R. Calculation of investment portfolios with risk free borrowing and lending. Management Science 1974, 21(2):209-222.