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Theory and Methods

Bootstrapping High-Frequency Jump Tests

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Pages 793-803 | Received 01 Jan 2017, Published online: 06 Aug 2018

References

  • Aït-Sahalia, Y., and Jacod, J. (2009), “Testing for Jumps in a Discretely Observed Process,” Annals of Statistics, 37, 184–222.
  • ——— (2012), “Analyzing the Spectrum of Asset Returns: Jump and Volatility Components in High Frequency Data,” Journal of Economic Literature, 50, 1007–1050.
  • ——— (2014), High Frequency Financial Econometrics, Princeton, NJ: Princeton University Press.
  • Aït-Sahalia, Y., Jacod, J., and Li, J. (2012), “Testing for Jumps in Noisy High Frequency Data,” Journal of Econometrics, 168, 207–222.
  • Aït-Sahalia, Y., and Xiu, D. (2016), “Increased Correlation Among Asset Classes: Are Volatility or Jumps to Blame, or Both?,” Journal of Econometrics, 194, 205–219.
  • Andersen, T. G., Bollerslev, T., and Diebold, F. X. (2007), “Roughing it up: Including Jump Components in the Measurement, Modeling, and Forecasting of Return Volatility,” Review of Economics and Statistics, 89, 701–20.
  • Andersen, T. G., Dobrev, D., and Schaumburg, E. (2012), “Jump-robust Volatility Estimation using Nearest Neighbor Truncation,” Journal of Econometrics, 169, 75–93.
  • Baeumer, B., and Meerschaert, M. M. (2010), “Tempered Stable Levy Motion and Transient Super-Diffusion,” Journal of Computational and Applied Mathematics, 233, 2438–2448.
  • Bakshi, G., Cao, C., and Chen, Z. (1997), “Empirical Performance of Alternative Option Pricing Models,” Journal of Finance, 52, 2003–2049.
  • Barndorff-Nielsen, O. E., and Shephard, N. (2004), “Power and Bipower Variation with Stochastic Volatility and Jumps,” Journal of Financial Econometrics, 2, 1–37.
  • Barndorff-Nielsen, O. E., and Shephard, N. (2006), “Econometrics of Testing for Jumps in Financial Economics using Bipower Variation,” Journal of Financial Econometrics, 4, 1–30.
  • Barndorff-Nielsen, O. E., Shephard, N., and Winkel, M. (2006), “Limit Theorems for Multipower Variation in the Presence of Jumps,” Stochastic Processes and Applications, 116, 796–806.
  • Barndorff-Nielsen, O., Graversen, S. E., Jacod, J., Podolskij, M., and Shephard, N. (2006), “A Central Limit Theorem for Realised Power and Bipower Variations of Continuous Semimartingales,” in From Stochastic Analysis to Mathematical Finance, Festschrift for Albert Shiryaev, eds. Y. Kabanov, R. Lipster, and J. Stoyanov, Springer.
  • Barndorff-Nielsen, O. E., Hansen, P. R., Lunde, A., and Shephard, N. (2009), “Realized Kernels in Practice: Trades and Quotes,” Econometrics Journal, 12, 1–32.
  • Bates, D. S. (1996), “Jumps and Stochastic Volatility: Exchange Rate Processes Implicit in Deutsch Mark Options,” Review of Financial Studies, 9, 69–107.
  • Boudt, K., Croux, C., and Laurent, S. (2011), “Robust Estimation of Intraweek Periodicity in Volatility and Jump Detection,” Journal of Empirical Finance, 18, 353–367.
  • Comte, F., and Renault, E. (1998), “Long Memory in Continuous-time Stochastic Volatility Models,” Mathematical Finance, 8, 291–323.
  • Cont, R., and Mancini, C. (2011), “Nonparametric Tests for Pathwise Properties of Semimartingales,” Bernoulli, 17, 781–813.
  • Davidson, R., and MacKinnon, J. G. (1999), “The Size Distortion of Bootstrap Tests,” Econometric Theory, 15, 361–376.
  • Gonçalves, S., and Meddahi, N. (2009), “Bootstrapping Realized Volatility,” Econometrica, 77, 283–306.
  • Hall, P. (1992), The Bootstrap and Edgeworth Expansion, New York: Springer-Verlag.
  • Hasbrouck, J. (1999), “The Dynamics of Discrete Bid and Ask Quotes,” Journal of Finance, 54, 2109–2142.
  • Hounyo, U. (2017), “Bootstrapping Integrated Covariance Matrix Estimators in Noisy Jump-diffusion Models with Non—synchronous Trading,” Journal of Econometrics, 197, 130–152.
  • Huang, X., and Tauchen, G. (2005), “The Relative Contribution of Jumps to Total Price Variance,” Journal of Financial Econometrics, 3, 456–99.
  • Jacod, J., and Protter, P. (2012), Discretization of Processes, Berlin Heidelberg: Springer-Verlag.
  • Jacod, J., and Rosenbaum, M. (2013), “Quarticity and other Functionals of Volatility Efficient Estimation,” The Annals of Statistics, 41, 1462–1484.
  • Jiang, G. J., and Oomen, R. C. A. (2008), “Testing for Jumps when Asset Prices are Observed with Noise—A ‘Swap Variance’ Approach,” Journal of Econometrics, 144, 352–70.
  • Johannes, M. (2004), “The Statistical and Economic Role of Jumps in Interest Rates,” Journal of Finance, 59, 227–260.
  • Lee, S. (2012), “Jumps and Information Flow in Financial Markets,” Review of Financial Studies, 25, 439–479.
  • Lee, S., and Hannig, J. (2010), “Detecting Jumps from Lévy Jump Diffusion Processes,” Journal of Financial Economics, 96, 271–290.
  • Lee, S., and Mykland, P. A. (2008), “Jumps in Financial Markets: A New Nonparametric Test and Jump Dynamics,” Review of Financial Studies, 21, 2535–63.
  • Lee, S., and Mykland, P. A. (2012), “Jumps in Equilibrium Prices and Market Microstructure Noise,” Journal of Econometrics, 168, 396–406.
  • Li, J., Todorov, V., and Tauchen, G. (2017a), “Jump Regressions,” Econometrica, 85, 173–195.
  • Li, J., Todorov, V., and Tauchen, G. (2017b), “Adaptive Estimation of Continuous-time Regression Models using High-frequency Data,” Journal of Econometrics, 200, 36–47.
  • Li, J., and Xiu, D. (2016), “Generalized Method of Integrated Moments for High Frequency Data,” Econometrica, 84, 1613–1633.
  • Mancini, C. (2001), “Disentangling the Jumps of the Diffusion in a Geometric Jumping Brownian Motion,” Giornale dell’Istituto Italiano Attuari, 64, 19–47.
  • Mykland, P. A., Shephard, N., and Sheppard, K. (2012), “Econometric Analysis of Financial Jumps using Efficient bi- and Multipower Variation,” mimeo, Oxford University.
  • Podolskij, M., and Ziggel, D. (2010), “New Tests for Jumps in Semimartingale Models,” Statistical Inference for Stochastic Processes, 13, 15–41.
  • Savor, P., and Wilson, M. (2014), “Asset Pricing: A Tale of two Days,” Journal of Financial Economics, 113, 171–201.
  • Todorov, V., Tauchen, G., and Grynkiv, I. (2014), “Volatility Activity: Specification and Estimation,” Journal of Econometrics, 178, 180–193.

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