Quickest Detection Problems for Ornstein–Uhlenbeck Processes

Published Online:https://doi.org/10.1287/moor.2021.0186

References

  • [1] Assing S, Jacka S, Ocejo A (2014) Monotonicity of the value function for a two-dimensional optimal stopping problem. Ann. Appl. Probab. 24(4):1554–1584.CrossrefGoogle Scholar
  • [2] Avellaneda M, Lee J (2010) Statistical arbitrage in the US equities market. Quant. Finance 10(7):761–782.CrossrefGoogle Scholar
  • [3] Bertram W (2010) Analytic solutions for optimal statistical arbitrage trading. Physica A: Statist. Mechanics Its Appl. 389(11):2234–2243.CrossrefGoogle Scholar
  • [4] Blumenthal RM, Getoor RK (1968) Markov Processes and Potential Theory (Academic Press, Cambridge, MA).Google Scholar
  • [5] Chen H, Chen S, Chen Z, Li F (2019) Empirical investigation of an equity pairs trading strategy. Management Sci. 65(1):370–389.LinkGoogle Scholar
  • [6] De Angelis T, Peskir G (2020) Global C1 regularity of the value function in optimal stopping problems. Ann. Appl. Probab. 30(3):1007–1031.CrossrefGoogle Scholar
  • [7] Do B, Faff R (2010) Does simple pairs trading still work? Financial Analysts J. 66(4):83–95.CrossrefGoogle Scholar
  • [8] Du Toit J, Peskir G (2009) Selling a stock at the ultimate maximum. Ann. Appl. Probab. 19(3):983–1014.CrossrefGoogle Scholar
  • [9] Ehrman DS (2006) The Handbook of Pairs Trading: Strategies Using Equities, Options, and Futures (John Wiley, Hoboken, NJ).Google Scholar
  • [10] Ekström E, Lindberg C, Tysk J (2011) Optimal liquidation of a pairs trade. Di Nunno G, Øksendal B, eds. Advanced Mathematical Methods for Finance (Springer, Berlin), 247–255.CrossrefGoogle Scholar
  • [11] Elliott R, Van Der Hoek J, Malcolm W (2005) Pairs trading. Quant. Finance 5(3):271–276.CrossrefGoogle Scholar
  • [12] Engelbert HJ, Peskir G (2014) Stochastic differential equations for sticky Brownian motion. Stochastics 86(6):993–1021.CrossrefGoogle Scholar
  • [13] Feller W (1951) Two singular diffusion problems. Ann. Math. 54(1):173–182.CrossrefGoogle Scholar
  • [14] Feller W (1952) The parabolic differential equations and the associated semi-groups of transformations. Ann. Math. 55(3):468–519.CrossrefGoogle Scholar
  • [15] Ferreyra G, Sundar P (2000) Comparison of solutions of stochastic equations and applications. Stochastic Anal. Appl. 18:211–229.CrossrefGoogle Scholar
  • [16] Gapeev PV, Peskir G (2006) The Wiener disorder problem with finite horizon. Stochastic Processes Their Appl. 116(12):1770–1791.CrossrefGoogle Scholar
  • [17] Gapeev PV, Shiryaev AN (2013) Bayesian quickest detection problems for some diffusion processes. Adv. Appl. Probab. 45(1):164–185.CrossrefGoogle Scholar
  • [18] Gatev E, Goetzmann WN, Rouwenhorst KG (2006) Pairs trading: Performance of a relative-value arbitrage rule. Rev. Financial Stud. 19(3):797–827.CrossrefGoogle Scholar
  • [19] Jacobs H, Weber M (2015) On the determinants of pairs trading profitability. J. Financial Markets 23:75–97.CrossrefGoogle Scholar
  • [20] Johnson P, Peskir G (2017) Quickest detection problems for Bessel processes. Ann. Appl. Probab. 27(2):1003–1056.CrossrefGoogle Scholar
  • [21] Kitapbayev Y, Leung T (2017) Optimal mean-reverting spread trading: Nonlinear integral equation approach. Ann. Finance 13:181–203.CrossrefGoogle Scholar
  • [22] Krauss C (2017) Statistical arbitrage pairs trading strategies: Review and outlook. J. Econom. Surveys 31(2):513–545.CrossrefGoogle Scholar
  • [23] Leung T, Li X (2015) Optimal mean reversion trading with transaction costs & stop-loss exit. Internat. J. Theoretical Appl. Finance 18(3):1550020.CrossrefGoogle Scholar
  • [24] Leung T, Li X (2016) Optimal Mean Reversion Trading: Mathematical Analysis and Practical Applications (World Scientific, Singapore).CrossrefGoogle Scholar
  • [25] Lindberg C (2014) Pairs trading with opportunity cost. J. Appl. Probab. 51(1):282–286.CrossrefGoogle Scholar
  • [26] Lowenstein R (2000) When Genius Failed: The Rise and Fall of Long-Term Capital Management (Random House, New York).Google Scholar
  • [27] Peskir G (2005) On the American option problem. Math. Finance 15(1):169–181.CrossrefGoogle Scholar
  • [28] Peskir G (2007) A change-of-variable formula with local time on surfaces. Donati-Martin C, Émery M, Rouault A, Stricker C, eds. Séminaire de Probabilités XL. Lecture Notes in Mathematics, vol. 1899 (Springer, Berlin), 69–96.CrossrefGoogle Scholar
  • [29] Peskir G (2015) On boundary behaviour of one-dimensional diffusions: From Brown to Feller and beyond. Schilling RL, Vondraček Z, Woyczyński WA, eds. William Feller, Selected Papers II (Springer, Cham, Switzerland), 77–93.CrossrefGoogle Scholar
  • [30] Peskir G (2019) Continuity of the optimal stopping boundary for two-dimensional diffusions. Ann. Appl. Probab. 29(1):505–530.CrossrefGoogle Scholar
  • [31] Peskir G (2022) Weak solutions in the sense of Schwartz to Dynkin’s characteristic operator equation. Research Report No. 1, Probability and Statistics Group, University of Manchester, Manchester, UK.Google Scholar
  • [32] Peskir G, Shiryaev AN (2006) Optimal Stopping and Free-Boundary Problems. Lectures in Mathematics, ETH Zürich (Birkhäuser, Basel).Google Scholar
  • [33] Phillips PCB, Yu J (2011) Dating the timeline of financial bubbles during the subprime crisis. Quant. Econom. 2(3):455–491.CrossrefGoogle Scholar
  • [34] Phillips PCB, Wu Y, Yu J (2011) Explosive behavior in the 1990s NASDAQ: When did exuberance escalate asset values? Internat. Econom. Rev. 52(1):201–226.CrossrefGoogle Scholar
  • [35] Rogers LCG, Williams D (2000) Diffusions, Markov Processes and Martingales: Itô Calculus, vol. 2 (Cambridge University Press, Cambridge, UK).Google Scholar
  • [36] Shiryaev AN (1961) The problem of the most rapid detection of a disturbance of a stationary regime. Soviet Math. Doklady 2:795–799.Google Scholar
  • [37] Shiryaev AN (1978) Optimal Stopping Rules (Springer, Berlin).Google Scholar
  • [38] Shiryaev AN (1996) Probability (Springer, New York).CrossrefGoogle Scholar
  • [39] Shiryaev AN (2002) Quickest detection problems in the technical analysis of the financial data. Geman H, Madan D, Pliska SR, Vorst T, eds. Mathematical Finance—Bachelier Congress 2000 (Springer, Berlin), 487–521.CrossrefGoogle Scholar
  • [40] Shiryaev AN (2010) Quickest detection problems: Fifty years later. Sequential Anal. 29(4):345–385.CrossrefGoogle Scholar
  • [41] Song Q, Zhang Q (2013) An optimal pairs-trading rule. Automatica 49(10):3007–3014.CrossrefGoogle Scholar
  • [42] Song Q, Yin G, Zhang Q (2009) Stochastic optimization methods for buying-low-and-selling-high strategies. Stochastic Anal. Appl. 27(3):523–542.CrossrefGoogle Scholar
  • [43] Uhlenbeck GE, Ornstein LS (1930) On the theory of Brownian motion. Physical Rev. 36(5):823–841.CrossrefGoogle Scholar
  • [44] Vidyamurphy G (2004) Pairs Trading: Quantitative Methods and Analysis (John Wiley, Hoboken, NJ).Google Scholar
  • [45] Whistler M (2004) Trading Pairs: Capturing Profits and Hedging Risk with Statistical Arbitrage Strategies (John Wiley, Hoboken, NJ).Google Scholar
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