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Conditional risk-neutral density from option prices by local polynomial kernel smoothing with no-arbitrage constraints. (2020). , Antonio ; Monteiro, Ana M.
In: Review of Derivatives Research.
RePEc:kap:revdev:v:23:y:2020:i:1:d:10.1007_s11147-019-09156-x.

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  1. International evidence of the forecasting ability of option‐implied distributions. (2024). Vich, Magdalena M ; Vaellosebastia, Antoni ; Serrano, Pedro.
    In: Journal of Forecasting.
    RePEc:wly:jforec:v:43:y:2024:i:5:p:1447-1464.

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  2. Parametric risk-neutral density estimation via finite lognormal-Weibull mixtures. (2024). Li, Yifan ; Pham, Manh Cuong ; Nolte, Ingmar.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:241:y:2024:i:2:s0304407624000940.

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  1. Aït-Sahalia, Y., & Duarte, J. (2003). Nonparametric option pricing under shape restrictions. Journal of Econometrics, 116(1), 9–47.

  2. Aït-Sahalia, Y., & Lo, A. W. (1998). Nonparametric estimation of state-price densities implicit in financial asset prices. The Journal of Finance, 53(2), 499–547.
    Paper not yet in RePEc: Add citation now
  3. Aït-Sahalia, Y., & Lo, A. W. (2000). Nonparametric risk management and implied risk aversion. Journal of Econometrics, 94(1), 9–51.

  4. Aït-Sahalia, Y., Wang, Y., & Yared, F. (2001). Do option markets correctly price the probabilities of movement of the underlying asset? Journal of Econometrics, 102(1), 67–110.

  5. Banz, R. W., & Miller, M. H. (1978). Prices for state-contingent claims: Some estimates and applications. Journal of Business, 51(4), 653–672.

  6. Birke, M., & Pilz, K. F. (2008). Nonparametric option pricing with no-arbitrage constraints. Journal of Financial Econometrics, 7(2), 53–76.
    Paper not yet in RePEc: Add citation now
  7. Breeden, D. T., & Litzenberger, R. H. (1978). Prices of state-contingent claims implicit in option prices. Journal of Business, 51(4), 621–651.

  8. Cao-Abad, R. (1991). Rate of convergence for the wild bootstrap in nonparametric regression. The Annals of Statistics, 19(4), 2226–2231.
    Paper not yet in RePEc: Add citation now
  9. Cox, J. C., & Ross, S. A. (1976). The valuation of options for alternative stochastic processes. Journal of Financial Economics, 3(1–2), 145–166.

  10. Dalderop, J. (2018). Nonparametric filtering of conditional state-price densities. Technical report.

  11. DiCiccio, T. J., & Efron, B. (1996). Bootstrap confidence intervals. Statistical Science, 11(3), 189–212.
    Paper not yet in RePEc: Add citation now
  12. Efron, B. (1982). The jackknife, the bootstrap, and other resampling plans (Vol. 38). Philaphidia: SIAM.
    Paper not yet in RePEc: Add citation now
  13. Efron, B., & Tibshirani R.(1986). Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statistical Science, 1(1), 54–75.
    Paper not yet in RePEc: Add citation now
  14. Fan, J., & Gijbels, I. (1996). Local polynomial modelling and its applications (Vol. 66). London: CRC Press.
    Paper not yet in RePEc: Add citation now
  15. Fengler, M. R., & Hin, L.-Y. (2015). Semi-nonparametric estimation of the call-option price surface under strike and time-to-expiry no-arbitrage constraints. Journal of Econometrics, 184(2), 242–261.

  16. Grith, M., Härdle, W. K., & Schienle, M. (2012). Nonparametric estimation of risk-neutral densities. In Handbook of computational finance, pp. 277–305. London: Springer.

  17. Härdle, W. (1990). Applied nonparametric regression (Vol. 19). Cambridge: Cambridge University Press.
    Paper not yet in RePEc: Add citation now
  18. Härdle, W., & Bowman, A. W. (1988). Bootstrapping in nonparametric regression: Local adaptive smoothing and confidence bands. Journal of the American Statistical Association, 83(401), 102–110.
    Paper not yet in RePEc: Add citation now
  19. Härdle, W., & Hlávka, Z. (2009). Dynamics of state price densities. Journal of Econometrics, 150(1), 1–15.
    Paper not yet in RePEc: Add citation now
  20. Härdle, W., & Marron, J. (1991). Bootstrap simultaneous error bars for nonparametric regression. The Annals of Statistics, 19(2), 778–796.
    Paper not yet in RePEc: Add citation now
  21. Hall, P. (1988). Theoretical comparison of bootstrap confidence intervals. The Annals of Statistics, 16(3), 927–953.
    Paper not yet in RePEc: Add citation now
  22. Hall, P. (2013). The bootstrap and Edgeworth expansion. NY: Springer.
    Paper not yet in RePEc: Add citation now
  23. Heston, S. L. (1993). A closed-form solution for options with stochastic volatility with applications to bond and currency options. Review of Financial Studies, 6(2), 327–343.

  24. Jackwerth, J. C. (2000). Recovering risk aversion from option prices and realized returns. The Review of Financial Studies, 13(2), 433–451.

  25. Li, Q., & Racine, J. S. (2007). Nonparametric econometrics: Theory and practice. Princeton: Princeton University Press.
    Paper not yet in RePEc: Add citation now
  26. Liu, R. Y. (1988). Bootstrap procedures under some non-iid models. The Annals of Statistics, 16(4), 1696–1708.
    Paper not yet in RePEc: Add citation now
  27. Monteiro, A. M., Tütüncü, R. H., & Vicente, L. N. (2008). Recovering risk-neutral probability density functions from options prices using cubic splines and ensuring nonnegativity. European Journal of Operational Research, 187(2), 525–542.

  28. Nadaraya, E. A. (1964). On estimating regression. Theory of Probability & Its Applications, 9(1), 141–142.
    Paper not yet in RePEc: Add citation now
  29. Rosenberg, J. V., & Engle, R. F. (2002). Empirical pricing kernels. Journal of Financial Economics, 64(3), 341–372.

  30. Song, Z., & Xiu, D. (2016). A tale of two option markets: Pricing kernels and volatility risk. Journal of Econometrics, 190(1), 176–196.

  31. Watson, G. S. (1964). Smooth regression analysis. Sankhyā: The Indian Journal of Statistics, Series A, 26(4), 359–372.
    Paper not yet in RePEc: Add citation now
  32. Wu, C.-F. J. (1986). Jackknife, bootstrap and other resampling methods in regression analysis. The Annals of Statistics, 14(4), 1261–1295.
    Paper not yet in RePEc: Add citation now
  33. Yatchew, A. (2003). Semiparametric regression for the applied econometrician. Cambridge: Cambridge University Press.

  34. Yatchew, A., & Härdle, W. (2006). Nonparametric state price density estimation using constrained least squares and the bootstrap. Journal of Econometrics, 133(2), 579–599.

  35. Zhang, X., Brooks, R. D., & King, M. L. (2009). A bayesian approach to bandwidth selection for multivariate kernel regression with an application to state-price density estimation. Journal of Econometrics, 153(1), 21–32.

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