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Erschienen in: Annals of Finance 3/2019

10.06.2019 | Research Article

Optimal dynamic basis trading

verfasst von: Bahman Angoshtari, Tim Leung

Erschienen in: Annals of Finance | Ausgabe 3/2019

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Abstract

We study the problem of dynamically trading a futures contract and its underlying asset under a stochastic basis model. The basis evolution is modeled by a stopped scaled Brownian bridge to account for non-convergence of the basis at maturity. The optimal trading strategies are determined from a utility maximization problem under hyperbolic absolute risk aversion risk preferences. By analyzing the associated Hamilton–Jacobi–Bellman equation, we derive the exact conditions under which the equation admits a solution and solve the utility maximization explicitly. A series of numerical examples are provided to illustrate the optimal strategies and examine the effects of model parameters.

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Fußnoten
1
See Remark 1.
 
2
That is, the number of futures contracts held multiplied by the futures price.
 
3
See Remark 1.
 
4
Recall that \(\gamma =1\) corresponds to the logarithmic utility which we have excluded from our analysis.
 
5
This ansatz can be derived through the power transformation introduced by Zariphopoulou (2001). See, also, Kim and Omberg (1996), among others.
 
Literatur
Zurück zum Zitat Adjemian, M .K., Garcia, P., Irwin, S., Smith, A.: Non-convergence in domestic commodity futures markets: causes, consequences, and remedies. US Dep Agric Econ Res Serv 115, 155381 (2013) Adjemian, M .K., Garcia, P., Irwin, S., Smith, A.: Non-convergence in domestic commodity futures markets: causes, consequences, and remedies. US Dep Agric Econ Res Serv 115, 155381 (2013)
Zurück zum Zitat Brennan, M.J., Schwartz, E.S.: Optimal arbitrage strategies under basis variability. In: Sarnat, M. (ed.) Essays in Financial Economics. North Holland, Amsterdam (1988) Brennan, M.J., Schwartz, E.S.: Optimal arbitrage strategies under basis variability. In: Sarnat, M. (ed.) Essays in Financial Economics. North Holland, Amsterdam (1988)
Zurück zum Zitat Brennan, M.J., Schwartz, E.S.: Arbitrage in stock index futures. J Bus 63(1), S7–S31 (1990)CrossRef Brennan, M.J., Schwartz, E.S.: Arbitrage in stock index futures. J Bus 63(1), S7–S31 (1990)CrossRef
Zurück zum Zitat Brody, D.C., Hughston, L.P., Macrina, A.: Information-based asset pricing. Int J Theor Appl Financ 11(01), 107–142 (2008)CrossRef Brody, D.C., Hughston, L.P., Macrina, A.: Information-based asset pricing. Int J Theor Appl Financ 11(01), 107–142 (2008)CrossRef
Zurück zum Zitat Bulthuis, B., Concha, J., Leung, T., Ward, B.: Optimal execution of limit and market orders with trade director, speed limiter, and fill uncertainty. Int J Financ Eng 4(2–3), 1750020 (2017)CrossRef Bulthuis, B., Concha, J., Leung, T., Ward, B.: Optimal execution of limit and market orders with trade director, speed limiter, and fill uncertainty. Int J Financ Eng 4(2–3), 1750020 (2017)CrossRef
Zurück zum Zitat Cartea, Á., Gan, L., Jaimungal, S.: Trading cointegrated assets with price impact. Math Financ, Forthcoming (2018). arXiv:1807.01428 [q-fin.TR] Cartea, Á., Gan, L., Jaimungal, S.: Trading cointegrated assets with price impact. Math Financ, Forthcoming (2018). arXiv:​1807.​01428 [q-fin.TR]
Zurück zum Zitat Cartea, Á., Jaimungal, S.: Algorithmic trading of co-integrated assets. Int J Theor Appl Financ 19(06), 1650038 (2016)CrossRef Cartea, Á., Jaimungal, S.: Algorithmic trading of co-integrated assets. Int J Theor Appl Financ 19(06), 1650038 (2016)CrossRef
Zurück zum Zitat Cartea, Á., Jaimungal, S., Kinzebulatov, D.: Algorithmic trading with learning. Int J Theor Appl Financ 19(4), 1650028 (2016)CrossRef Cartea, Á., Jaimungal, S., Kinzebulatov, D.: Algorithmic trading with learning. Int J Theor Appl Financ 19(4), 1650028 (2016)CrossRef
Zurück zum Zitat Chan, K.: A further analysis of the lead-lag relationship between the cash market and stock index futures market. Rev Financ Stud 5(1), 123–152 (1992)CrossRef Chan, K.: A further analysis of the lead-lag relationship between the cash market and stock index futures market. Rev Financ Stud 5(1), 123–152 (1992)CrossRef
Zurück zum Zitat Cheridito, P., Filipović, D., Yor, M.: Equivalent and absolutely continuous measure changes for jump-diffusion processes. Ann Appl Probab 15(3), 1713–1732 (2005)CrossRef Cheridito, P., Filipović, D., Yor, M.: Equivalent and absolutely continuous measure changes for jump-diffusion processes. Ann Appl Probab 15(3), 1713–1732 (2005)CrossRef
Zurück zum Zitat Chiu, M., Wong, H.: Mean-variance portfolio selection of cointegrated assets. J Econ Dyn Control 35, 1369–1385 (2011)CrossRef Chiu, M., Wong, H.: Mean-variance portfolio selection of cointegrated assets. J Econ Dyn Control 35, 1369–1385 (2011)CrossRef
Zurück zum Zitat Cox, J.C., Ingersoll, J.F., Ross, S.A.: The relation between forward and futures price. J Financ Econ 9(December), 321–346 (1981)CrossRef Cox, J.C., Ingersoll, J.F., Ross, S.A.: The relation between forward and futures price. J Financ Econ 9(December), 321–346 (1981)CrossRef
Zurück zum Zitat Dai, M., Zhong, Y., Kwok, Y.K.: Optimal arbitrage strategies on stock index futures under position limits. J Futures Mark 31(4), 394–406 (2011)CrossRef Dai, M., Zhong, Y., Kwok, Y.K.: Optimal arbitrage strategies on stock index futures under position limits. J Futures Mark 31(4), 394–406 (2011)CrossRef
Zurück zum Zitat Fleming, W .H., Soner, H .M.: Controlled Markov Processes and Viscosity Solutions. Springer, New York (2006) Fleming, W .H., Soner, H .M.: Controlled Markov Processes and Viscosity Solutions. Springer, New York (2006)
Zurück zum Zitat Garcia, P., Irwin, S.H., Smith, A.: Futures market failure? Am J Agric Econ 97(1), 40–64 (2015)CrossRef Garcia, P., Irwin, S.H., Smith, A.: Futures market failure? Am J Agric Econ 97(1), 40–64 (2015)CrossRef
Zurück zum Zitat Irwin, S.H., Garcia, P., Good, D.L., Kunda, E.L.: Spreads and non-convergence in chicago board of trade corn, soybean, and wheat futures: are index funds to blame? Appl Econ Perspect Policy 33(1), 116–142 (2011)CrossRef Irwin, S.H., Garcia, P., Good, D.L., Kunda, E.L.: Spreads and non-convergence in chicago board of trade corn, soybean, and wheat futures: are index funds to blame? Appl Econ Perspect Policy 33(1), 116–142 (2011)CrossRef
Zurück zum Zitat Karatzas, I., Shreve, S.: Brownian Motion and Stochastic Calculus. Springer, Berlin (1991) Karatzas, I., Shreve, S.: Brownian Motion and Stochastic Calculus. Springer, Berlin (1991)
Zurück zum Zitat Karatzas, I., Shreve, S.: Methods of Mathematical Finance, vol. 39. Springer, Berlin (1998)CrossRef Karatzas, I., Shreve, S.: Methods of Mathematical Finance, vol. 39. Springer, Berlin (1998)CrossRef
Zurück zum Zitat Kawaller, I.G., Koch, P.D., Koch, T.W.: The temporal price relationship between S&P 500 futures and the S&P 500 index. J Financ 42(5), 1309–1329 (1987)CrossRef Kawaller, I.G., Koch, P.D., Koch, T.W.: The temporal price relationship between S&P 500 futures and the S&P 500 index. J Financ 42(5), 1309–1329 (1987)CrossRef
Zurück zum Zitat Kim, S., Omberg, E.: Dynamic nonmyopic portfolio behavior. Rev Financ Stud 9(1), 141–161 (1996)CrossRef Kim, S., Omberg, E.: Dynamic nonmyopic portfolio behavior. Rev Financ Stud 9(1), 141–161 (1996)CrossRef
Zurück zum Zitat Kitapbayev, Y., Leung, T.: Optimal mean-reverting spread trading: nonlinear integral equation approach. Ann Financ 13(2), 181–203 (2018)CrossRef Kitapbayev, Y., Leung, T.: Optimal mean-reverting spread trading: nonlinear integral equation approach. Ann Financ 13(2), 181–203 (2018)CrossRef
Zurück zum Zitat Korn, R., Kraft, H.: On the stability of continuous-time portfolio problems with stochastic opportunity set. Math Financ 14(3), 403–414 (2004)CrossRef Korn, R., Kraft, H.: On the stability of continuous-time portfolio problems with stochastic opportunity set. Math Financ 14(3), 403–414 (2004)CrossRef
Zurück zum Zitat Lee, S., Papanicolaou, A.: Pairs trading of two assets with uncertainty in co-integration’s level of mean reversion. Int J Theor Appl Financ 19(08), 1650054 (2016)CrossRef Lee, S., Papanicolaou, A.: Pairs trading of two assets with uncertainty in co-integration’s level of mean reversion. Int J Theor Appl Financ 19(08), 1650054 (2016)CrossRef
Zurück zum Zitat Leung, T., Li, J., Li, X.: Optimal timing to trade along a randomized Brownian bridge. Int J Financ Stud 6(3), 75 (2018)CrossRef Leung, T., Li, J., Li, X.: Optimal timing to trade along a randomized Brownian bridge. Int J Financ Stud 6(3), 75 (2018)CrossRef
Zurück zum Zitat Leung, T., Li, X.: Optimal Mean Reversion Trading: Mathematical Analysis And Practical Applications. World Scientific, Singapore (2016)CrossRef Leung, T., Li, X.: Optimal Mean Reversion Trading: Mathematical Analysis And Practical Applications. World Scientific, Singapore (2016)CrossRef
Zurück zum Zitat Leung, T., Ward, B.: The golden target: analyzing the tracking performance of leveraged gold ETFs. Stud Econ Financ 32(3), 278–297 (2015)CrossRef Leung, T., Ward, B.: The golden target: analyzing the tracking performance of leveraged gold ETFs. Stud Econ Financ 32(3), 278–297 (2015)CrossRef
Zurück zum Zitat Leung, T., Yan, R.: Optimal dynamic pairs trading of futures under a two-factor mean-reverting model. Int J Financ Eng 5(3), 1850027 (2018)CrossRef Leung, T., Yan, R.: Optimal dynamic pairs trading of futures under a two-factor mean-reverting model. Int J Financ Eng 5(3), 1850027 (2018)CrossRef
Zurück zum Zitat Leung, T., Yan, R.: A stochastic control approach to managed futures portfolios. Int J Financ Eng 6(1), 1950005 (2019)CrossRef Leung, T., Yan, R.: A stochastic control approach to managed futures portfolios. Int J Financ Eng 6(1), 1950005 (2019)CrossRef
Zurück zum Zitat Liu, J., Longstaff, F.A.: Losing money on arbitrage: optimal dynamic portfolio choice in markets with arbitrage opportunities. Rev Financ Stud 17(3), 611–641 (2004)CrossRef Liu, J., Longstaff, F.A.: Losing money on arbitrage: optimal dynamic portfolio choice in markets with arbitrage opportunities. Rev Financ Stud 17(3), 611–641 (2004)CrossRef
Zurück zum Zitat Liu, J., Timmermann, A.: Optimal convergence trade strategies. Rev Financ Stud 26(4), 1048–1086 (2013)CrossRef Liu, J., Timmermann, A.: Optimal convergence trade strategies. Rev Financ Stud 26(4), 1048–1086 (2013)CrossRef
Zurück zum Zitat Merton, R.C.: Lifetime portfolio selection under uncertainty: the continuous-time case. Rev Econ Stat 51(3), 247–257 (1969)CrossRef Merton, R.C.: Lifetime portfolio selection under uncertainty: the continuous-time case. Rev Econ Stat 51(3), 247–257 (1969)CrossRef
Zurück zum Zitat Modest, D.M., Sundaresan, M.: The relationship between spot and futures prices in stock index futures markets: some preliminary evidence. J Futures Mark 3(1), 15–41 (1983)CrossRef Modest, D.M., Sundaresan, M.: The relationship between spot and futures prices in stock index futures markets: some preliminary evidence. J Futures Mark 3(1), 15–41 (1983)CrossRef
Zurück zum Zitat Mudchanatongsuk, S., Primbs, J., Wong, W.: Optimal pairs trading: a stochastic control approach. In Proceedings of the American Control Conference, Seattle, Washington, pp. 1035–1039 (2008) Mudchanatongsuk, S., Primbs, J., Wong, W.: Optimal pairs trading: a stochastic control approach. In Proceedings of the American Control Conference, Seattle, Washington, pp. 1035–1039 (2008)
Zurück zum Zitat Stoll, H.R., Whaley, R.E.: The dynamics of stock index and stock index futures returns. J Financ Quant Anal 25(4), 441–468 (1990)CrossRef Stoll, H.R., Whaley, R.E.: The dynamics of stock index and stock index futures returns. J Financ Quant Anal 25(4), 441–468 (1990)CrossRef
Zurück zum Zitat Tourin, A., Yan, R.: Dynamic pairs trading using the stochastic control approach. J Econ Dyn Control 37(10), 1972–1981 (2013)CrossRef Tourin, A., Yan, R.: Dynamic pairs trading using the stochastic control approach. J Econ Dyn Control 37(10), 1972–1981 (2013)CrossRef
Zurück zum Zitat Zariphopoulou, T.: A solution approach to valuation with unhedgeable risks. Financ Stoch 5(1), 61–82 (2001)CrossRef Zariphopoulou, T.: A solution approach to valuation with unhedgeable risks. Financ Stoch 5(1), 61–82 (2001)CrossRef
Metadaten
Titel
Optimal dynamic basis trading
verfasst von
Bahman Angoshtari
Tim Leung
Publikationsdatum
10.06.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Annals of Finance / Ausgabe 3/2019
Print ISSN: 1614-2446
Elektronische ISSN: 1614-2454
DOI
https://doi.org/10.1007/s10436-019-00348-x

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