Skip to main content
Log in

Equity warrants model based on uncertain exponential Ornstein–Uhlenbeck equation

  • Fuzzy systems and their mathematics
  • Published:
Soft Computing Aims and scope Submit manuscript

Abstract

An equity warrant allows warrant holders to buy stocks of listed companies at a certain price on a promissory day. Classified by the time of exercise right, there are two types of equity warrant, namely European equity warrants and American equity warrants. The European equity warrants allow the buyers to exercise their rights only on the expiring date. In contrast, American warrants enable the buyers to exercise their rights before or on the expiring date. Based on the assumption that the firm’s value follows an uncertain exponential Ornstein–Uhlenbeck process instead of a stochastic process, this paper mainly solves the pricing problems of European and American equity warrants. The most significant advantage of this paper is offering the corresponding formulas to calculate equity warrants, which are not complicated compared with the classical stochastic financial theory. Besides, the minimum cover estimation method is applied to estimate the parameters in an uncertain exponential Ornstein–Uhlenbeck equation, and a simulation example is provided to show the effectiveness of the proposed pricing formulae.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Chen X (2011) American option pricing formula for uncertain financial market. Int J Op Res 8(2):27–32

    MathSciNet  MATH  Google Scholar 

  • Dai LR, Fu ZF, Huang ZY (2017) Option pricing formulas for uncertain financial market based on the exponential Ornstein-Uhlenbeck model. J Intell Manuf 28(3):597–604

    Article  Google Scholar 

  • Foad S (2017) Valuation of equity warrants for uncertain financial market. arXiv:1711.08356v2

  • Gao Y, Yang XF, Fu ZF (2018) Lookback option pricing problem of uncertain exponential Ornstein-Uhlenbeck model. Soft Comput 22(17):5647–5654

    Article  Google Scholar 

  • Liu B (2007) Uncertainty Theory, 2nd edn. Springer-Verlag, Berlin

    MATH  Google Scholar 

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

    Google Scholar 

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

    Article  Google Scholar 

  • Mehrdoust F, Najafi AR (2020) An uncertain exponential Ornstein-Uhlenbeck interest rate model with uncertain CIR volatility. Bull Iran Math Soc 46:1405–142

    Article  MathSciNet  Google Scholar 

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

    MathSciNet  MATH  Google Scholar 

  • Tian M, Yang X, Zhang Y (2019) Barrier option pricing of mean-reverting stock model in uncertain environment. Math Comput Simul 166:126–143

    Article  MathSciNet  Google Scholar 

  • Tian M, Yang X, Kar S (2019) Equity warrants pricing problem of mean-reverting model in uncertain environment. Phys A: Stat Mech Appl 531:121593

    Article  MathSciNet  Google Scholar 

  • Sun JJ, Chen X (2015) Asian option pricing formula for uncertain financial market. J Uncertain Anal Appl 3:11

    Article  Google Scholar 

  • Sun YY, Yao K, Fu ZF (2018) Interest rate model in uncertain environment based on exponential Ornstein-Uhlenbeck equation. Soft Comptut 22(2):465–475

    Article  Google Scholar 

  • Shi G, Zhang Z (2017) Valuation of stock loan under uncertain mean-reverting stock model. J Intell Fuzzy Syst 33(3):1355–1361

    Article  Google Scholar 

  • Yang X, Zhang Z, Gao X (2019) Asian-barrier option pricing formulas of uncertain financial market. Chaos, Solitons and Fractals 123:79–86

    Article  MathSciNet  Google Scholar 

  • Yang XF, Liu YH, Park GK (2020) Parameter estimation of uncertain differential equation with application to financial market. Chaos, Solitons Fractals 39:110026

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

    Article  Google Scholar 

  • Yao K (2016) Uncertain Differential Equations. Springer-Verlag, New York

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

    MathSciNet  MATH  Google Scholar 

  • Zhang ZQ, Liu WQ, Ding JH (2018) Valuation of stock loan under uncertain environment. Soft Comput 22(17):5663–5669

    Article  Google Scholar 

  • Zhang ZQ, Ke H, Liu W (2019) Lookback options pricing for uncertain financial market. Soft Comput 23(17):5537–5546

    Article  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the financial support provided by the Program for Young Excellent Talents in UIBE (No.18YQ06).

Author information

Authors and Affiliations

Authors

Contributions

Geng Li contributed to formal analysis, investigation, resources, writing—review & editing, validation. Xiangfeng Yang contributed to conceptualization, methodology, supervision, project administration, funding acquisition. Huadong Wu contributed to software, simulation & visualization, data curation

Corresponding author

Correspondence to Xiangfeng Yang.

Ethics declarations

Conflict of interest

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

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, G., Yang, X. & Wu, H. Equity warrants model based on uncertain exponential Ornstein–Uhlenbeck equation. Soft Comput 25, 12797–12803 (2021). https://doi.org/10.1007/s00500-021-06074-9

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00500-021-06074-9

Keywords

Navigation