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Valuation of stock loan under uncertain environment

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Abstract

In this paper, within the framework of uncertainty theory, the valuation of stock loan is investigated. Different from the methods of probability theory, we solve the stock loan pricing problem by using the method of uncertain calculus. Based on the assumption that the underlying asset price follows an uncertain differential equation, we obtain the stock loan pricing formulas for uncertain stock model.

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References

  • Ahearne AG, Griever WL, Warnock FE (2004) Information costs and home bias: an analysis of US holdings of foreign equities. J Int Econ 62:313–336

    Article  Google Scholar 

  • Cai N, Sun L (2014) Valuation of stock loans with jump risk. J Econ Dyn Control 40:213–241

    Article  MathSciNet  Google Scholar 

  • Chen XW (2011) American option pricing formula for uncertain financial market. Int J Oper Res 8(2):32–37

    MathSciNet  Google Scholar 

  • Chen XW, Gao J (2013) Uncertain term structure model of interest rate. Soft Comput 17(4):597–604

    Article  MATH  Google Scholar 

  • Chen XW, Ralescu DA (2013) Liu process and uncertain calculus. J Uncertain Anal Appl 1:3

    Article  Google Scholar 

  • Chen XW, Liu YH, Ralescu DA (2013) Uncertain stock model with periodic dividends. Fuzzy Optim Decis Making 12(1):111–123

    Article  MathSciNet  Google Scholar 

  • Devereux MB, Saito M (1997) Growth and risk sharing with incomplete international assets markets. J Int Econ 42:453–481

    Article  Google Scholar 

  • Ji XY, Zhou J (2015) Option pricing for an uncertain stock model with jumps. Soft Comput 19(11):3323–3329

    Article  MATH  Google Scholar 

  • Kahneman D, Tversky A (1979) Prospect theory: an analysis of decision making under risk. Econometrica 47:263–291

    Article  MATH  Google Scholar 

  • Lewis K (1999) Trying to explain the home bias in equities and consumption. J Econ Lit 37:571–608

    Article  Google Scholar 

  • Liang Z, Wu W, Jiang S (2010) Stock loan with automatic termination clause, cap and margin. Comput Math Appl 60:3160–3176

    Article  MathSciNet  MATH  Google Scholar 

  • Liu B (2007) Uncertainty theory, 2nd edn. Springer, Berlin

    MATH  Google Scholar 

  • Liu B (2008) Fuzzy process, hybrid process and uncertain process. J Uncertain Syst 2(1):3–16

    Google Scholar 

  • Liu B (2009) Some research problems in uncertainty theory. J Uncertain Syst 3(1):3–10

    Google Scholar 

  • Liu B (2010) Uncertainty theory: a branch of mathematics for modeling human uncertainty. Springer, Berlin

    Book  Google Scholar 

  • Liu B (2013) Toward uncertain finance theory. J Uncertain Anal Appl 1:1

    Article  Google Scholar 

  • Liu YH, Ha MH (2010) Expected value of function of uncertain variables. J Uncertain Syst 4(3):181–186

    Google Scholar 

  • Liu YH, Chen XW, Ralescu DA (2015) Uncertain currency model and currency option pricing. Int J Intell Syst 30:40–51

    Article  Google Scholar 

  • Pascucci A, Suarez-Taboada M, Vazquez C (2013) Mathematical analysis and numerical methods for a PDE model of a stock loan pricing problem. J Math Anal Appl 403:38–53

  • Peng J, Yao K (2011) A new option pricing model for stocks in uncertainty markets. Int J Oper Res 8(2):18–26

  • Ueda M (1999) Incomplete observation, filtering, and the home bias puzzle. Econ Lett 62:75–80

    Article  MATH  Google Scholar 

  • Wong TW, Wong HY (2012) Stochastic volatility asymptotics of stock loans: valuation and optimal stopping. J Math Anal Appl 394:337–346

    Article  MathSciNet  MATH  Google Scholar 

  • Xia J, Zhou XY (2007) Stock loans. Math Finance 17:307–317

    Article  MathSciNet  MATH  Google Scholar 

  • Yang XF, Gao J (2013) Uncertain differential games with application to capitalism. J Uncertain Anal Appl 17:1

    Google Scholar 

  • Yang XF, Gao J (2016) Linear-quadratic uncertain differential games with application to resource extraction problem. IEEE Trans Fuzzy Syst 24(6):1578–1585

    Article  Google Scholar 

  • Yao K (2013) Extreme values and integral of solution of uncertain differential equation. J Uncertain Anal Appl 1:2

    Article  Google Scholar 

  • Yao K (2015a) A no-arbitrage theorem for uncertain stock model. Fuzzy Optim Decis Making 14(2):227–242

    Article  MathSciNet  Google Scholar 

  • Yao K (2015b) Uncertain contour process and its application in stock model with floating interest rate. Fuzzy Optim Decis Making 14(4):399–424

    Article  MathSciNet  Google Scholar 

  • Yao K, Chen XW (2013) A numerical method for solving uncertain differential equations. J Intell Fuzzy Syst 25(3):825–832

    MathSciNet  MATH  Google Scholar 

  • Zhang Q, Zhou XY (2009) Valuation of stock loans with regime switching. SIAM J Control Optim 48(3):1229–1250

    Article  MathSciNet  MATH  Google Scholar 

  • Zhang ZQ, Liu WQ (2014) Geometric average Asian option pricing for uncertain financial market. J Uncertain Syst 8(4):317–320

    Google Scholar 

  • Zhang ZQ, Ralescu DA, Liu WQ (2016a) Valuation of interest rate ceiling and floor in uncertain financial market. Fuzzy Optim Decis Making 15(2):139–154

    Article  MathSciNet  Google Scholar 

  • Zhang ZQ, Liu WQ, Sheng YH (2016b) Valuation of power option for uncertain financial market. Appl Math Comput 286:257–264

    MathSciNet  Google Scholar 

  • Zhu Y (2010) Uncertain optimal control with application to a portfolio selection model. Cybern Syst 41(7):535–547

    Article  MATH  Google Scholar 

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Correspondence to Jianhua Ding.

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The authors declare that there is no conflict of interests regarding the publication of this paper.

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This article does not contain any studies with human participants or animals performed by any of the authors.

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Communicated by Y. Ni.

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Zhang, Z., Liu, W. & Ding, J. Valuation of stock loan under uncertain environment. Soft Comput 22, 5663–5669 (2018). https://doi.org/10.1007/s00500-017-2591-x

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