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Affine Volterra Processes and Rough Models

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Continuous Time Processes for Finance

Part of the book series: Bocconi & Springer Series ((BS,volume 12))

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Abstract

The previous chapters studied processes that depend on the convolution of a function and their past sample path. For instance, the fractional Brownian motion of Chap. 6 is proportional to \(\int _{0}^{t}\left (t-u\right )^{H-\frac {1}{2}}\mathrm {d}W_{u}\), where W u is a Brownian motion. In a similar manner, the interest rate model of Chap. 8 in the Brownian case depends upon \(\int _{0}^{t}g(t-u)\,\mathrm {d}W_{u}\), where g is a decreasing kernel function.

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References

  1. Abi Jaber, E.: Lifting the Heston model. Quant. Finance 19(12), 1995–2013 (2019)

    Article  MathSciNet  Google Scholar 

  2. Abi Jaber, E., Larsson, M., Pulido, S.: Affine volterra processes. Ann. Appl. Probab. 29(5), 3155–3200 (2019)

    Article  MathSciNet  Google Scholar 

  3. Bäuerle, N., Desmettre, S.: Portfolio optimization in fractional and rough heston models. SIAM J. Financ. Math. 11(1), 437–469 (2020)

    Article  MathSciNet  Google Scholar 

  4. Bayer, C., Friz, P., Gatheral, J.: Pricing under rough volatility. Quant. Finance 16(6), 887–904 (2016)

    Article  MathSciNet  Google Scholar 

  5. Berger, M.A., Mizel, V.J.: Volterra equations with Itô integrals I. J. Integral Equ. 2(3), 187–245 (1980)

    MATH  Google Scholar 

  6. Berger, M.A., Mizel, V.J.: Volterra equations with Itô integrals II. J. Integral Equ. 2(4), 319–337 (1980)

    MATH  Google Scholar 

  7. Cox, D.R.: Some statistical methods connected with series of events. J. R. Stat. Soc. B 17, 129–164 (1955)

    MathSciNet  MATH  Google Scholar 

  8. Duffie, D., Filipovic, D., Schachermayer, W.: Affine processes and applications in finance. Ann. Appl. Probabil. 13(3), 984–1053 (2003)

    MathSciNet  MATH  Google Scholar 

  9. Dupret, J.L., Hainaut, D.: Portfolio insurance under rough volatility and Volterra processes. Int. J. Theor. Appl. Financ. 24(6), 2150036 (2021)

    Article  MathSciNet  Google Scholar 

  10. El Euch, O., Fukasawa, M., Rosenbaum, M.: The microstructural foundations of leverage effect and rough volatility. Finance Stoch. 22(2), 241–281 (2018)

    Article  MathSciNet  Google Scholar 

  11. El Euch, O., Rosenbaum, M.: Perfect hedging in rough Heston models. Ann. Appl. Probab. 28, 3813–3856 (2018)

    MathSciNet  MATH  Google Scholar 

  12. El Euch, O., Rosenbaum, M.: The characteristic function of rough Heston models. Math. Finance 29, 3–38 (2019)

    Article  MathSciNet  Google Scholar 

  13. Gatheral, J., Jaisson, T., Rosenbaum, M.: Volatility is rough. Quant. Finance 18(6), 933–949 (2014)

    Article  MathSciNet  Google Scholar 

  14. Gripenberg, G., Londen, S.O., Staffans, O.: Volterra Integral and Functional Equations. Encyclopedia of mathematics and its applications. Cambridge University Press, Cambridge (1990)

    Book  Google Scholar 

  15. Horvath, B., Jacquier, A., Tankov, P.: Volatility options in rough volatility models. SIAM J. Finance Math. 11(2), 437–469 (2018)

    Article  MathSciNet  Google Scholar 

  16. Pardoux, E., Protter, P.: Stochastic Volterra equations with anticipating coefficients. The Ann. Probab. 18(4), 1635–1655 (1990)

    Article  MathSciNet  Google Scholar 

  17. Protter, P.: Volterra equations driven by semimartingales. Ann. Probab. 13(2), 519–530 (1985)

    Article  MathSciNet  Google Scholar 

  18. Zhang, X.: Stochastic volterra equations in banach spaces and stochastic partial differential equation. J. Funct. Anal. 258(4), 1361–1425 (2010)

    Article  MathSciNet  Google Scholar 

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Hainaut, D. (2022). Affine Volterra Processes and Rough Models. In: Continuous Time Processes for Finance. Bocconi & Springer Series, vol 12. Springer, Cham. https://doi.org/10.1007/978-3-031-06361-9_9

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