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On-line portfolio selection using stochastic programming
16 references·1 citing·40 second hop
On-line portfolio selection using stochastic programming (2003)On-line portfolio selection using stochas…Stochastic Programming (2010)Stochastic ProgrammingGenerating Scenario Trees for Multistage Decision Problems (2001)Generating Scenario Trees for…On‐Line Portfolio Selection Using Multiplicative Updates (1998)On‐Line Portfolio Selection U…Stochastic Programming (1995)Stochastic ProgrammingStochastic programming (1995)Stochastic programmingMulti-stage stochastic linear programs for portfolio optimization (1993)Multi-stage stochastic linear…Stochastic Network Programming for Financial Planning Problems (1992)Stochastic Network Programmin…Universal Portfolios (1991)Universal PortfoliosStochastic Decomposition: An Algorithm for Two-Stage Linear Programs with Recourse (1991)Stochastic Decomposition: An …Optimal Stopping and the American Put (1991)Optimal Stopping and the Amer…Theory of Financial Decision Making. (1988)Theory of Financial Decision …Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse (1986)Designing approximation schem…A Bank Asset and Liability Management Model (1986)A Bank Asset and Liability Ma…Stochastic Programming: Solution Techniques and Approximation Schemes (1983)Stochastic Programming: Solut…A Simplified Model for Portfolio Analysis (1963)A Simplified Model for Portfo…Portfolio Selection (1952)Portfolio SelectionA two-stage stochastic mixed-integer programming approach to the index tracking problem (2009)A two-stage stochastic mixed-…A Game of Prediction with Expert Advice (1998)Can We Learn to Beat the Best Stock (2004)“Options, Futures, and Other Derivatives” (2016)A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem (2017)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Pricing of Options and Corporate Liabilities (1973)Jumps and Stochastic Volatility: Exchange Rate Processes Implicit in Deutsche Mark Options (1996)Post-'87 crash fears in the S&P 500 futures option market (2000)Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk (2001)Theory of games and economic behavior (2019)Decomposition and Partitioning Methods for Multistage Stochastic Linear Programs (1985)Scenarios and Policy Aggregation in Optimization Under Uncertainty (1991)A simulation-based approach to two-stage stochastic programming with recourse (1998)The empirical behavior of sampling methods for stochastic programming (2006)A unified framework for stochastic optimization (2018)Portfolio Selection: Efficient Diversification of Investments (1959)Exceptional Paper—Probability Encoding in Decision Analysis (1975)Evaluation of scenario-generation methods for stochastic programming (2003)Worst-Case Conditional Value-at-Risk with Application to Robust Portfolio Management (2009)A framework for sensitivity analysis of decision trees (2017)Stochastic Differential Equations and Applications (1976)Controlled Diffusion Processes (1980)ALTERNATIVE CHARACTERIZATIONS OF AMERICAN PUT OPTIONS (1992)Pricing and Hedging American Options: A Recursive Integration Method (1996)Randomization and the American Put (1998)Chance-Constrained Programming (1959)Robust solutions of uncertain linear programs (1999)Essays in the Theory of Risk-Bearing. (1972)Adaptive Game Playing Using Multiplicative Weights (1999)Efficient algorithms for online decision problems (2004)Robust Dynamic Programming (2005)THE PERFORMANCE OF MUTUAL FUNDS IN THE PERIOD 1945–1964 (1968)THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.] (1975)The Adjustment of Stock Prices to New Information (2003)Optimization under uncertainty: state-of-the-art and opportunities (2003)Adjustable robust solutions of uncertain linear programs (2004)Lectures on Stochastic Programming: Modeling and Theory (2009)An intertemporal asset pricing model with stochastic consumption and investment opportunities (1979)Conditional value-at-risk for general loss distributions (2002)The Capital Asset Pricing Model: Theory and Evidence (2004)
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References

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  • 2010Stochastic Programming2,228 cited
  • 1988Theory of Financial Decision Making.1,867 cited
  • 1995Stochastic Programming1,539 cited
  • 2001Generating Scenario Trees for Multistage Decision Problems674 cited
  • 1991Universal Portfolios581 cited
  • 1991Optimal Stopping and the American Put513 cited
  • 1991Stochastic Decomposition: An Algorithm for Two-Stage Linear Programs with Recourse452 cited
  • 1998On‐Line Portfolio Selection Using Multiplicative Updates387 cited
  • 1986A Bank Asset and Liability Management Model316 cited
  • 1992Stochastic Network Programming for Financial Planning Problems267 cited
  • 1995Stochastic programming261 cited
  • 1986Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse252 cited
  • 1993Multi-stage stochastic linear programs for portfolio optimization223 cited
  • 1983Stochastic Programming: Solution Techniques and Approximation Schemes205 cited

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  • 2009A two-stage stochastic mixed-integer programming approach to the index tracking problem35 cited