Aït-Sahalia, Y. and Jacod, J. (2014) High-frequency financial econometrics, Princeton, NJ: Princeton University Press.
- Aït-Sahalia, Y. and Xiu, D. (2017) A Hausman test for the presence of market microstructure noise in high frequency data, forthcoming in Journal of Econometrics.
Paper not yet in RePEc: Add citation now
Aït-Sahalia,Y., Fan, J. and Li, Y. (2013) The leverage effect puzzle: Disentangling sources of bias at high frequency, Journal of Financial Economics 109 (1), 224â249.
Aït-Sahalia,Y., Fan, J., Laeven, R.J.A., Wang, C.D. and Yang, X. (2017) Estimation of the continuous and discontinuous leverage effect, Journal of the American Statistical Association 112, 1744â1758.
Altmeyer, R. and Bibinger, M. (2015) Functional stable limit theorems for quasi-efficient spectral covolatility estimators, Stochastic Processes and their Applications 125 (12), 4556â 4600.
Bandi, F.M. and Renò, R. (2016) Price and volatility co-jumps, Journal of Financial Economics 119 (1), 107â146.
Barndorff-Nielsen, O. E., Hansen, P.R., Lunde, A. and Shephard, N. (2009) Realized kernels in practice: Trades and quotes, Econometrics Journal 12 (3), C1âC32.
Bekaert, G. and Wu, G. (2000) Asymmetric volatility and risk in equity markets, Review of Financial Studies 13 (1), 1â42.
- Benjamini, Y. and Hochberg, Y. (1995) Controlling the false discovery rate: A practical and powerful approach to multiple testing, Journal of the Royal Statistical Society Series B 57 (1), 289â300.
Paper not yet in RePEc: Add citation now
Bibinger, M. and Winkelmann, L. (2015) Econometrics of cojumps in high-frequency data with noise, Journal of Econometrics 184 (2), 361â378.
- Bibinger, M. and Winkelmann, L. (2018) Common price and volatility jumps in noisy highfrequency data, Electronic Journal of Statistics 12 (1), 2018â2073.
Paper not yet in RePEc: Add citation now
Bibinger, M., Hautsch, N., Malec, P. and ReiÃ, M. (2014) Estimating the quadratic covariation matrix from noisy observations: Local method of moments and efficiency, Annals of Statistics 42 (4), 80â114.
Bibinger, M., Hautsch, N., Malec, P. and ReiÃ, M. (2017) Estimating the spot covariation of asset prices â Statistical theory and empirical evidence, forthcoming in Journal of Business and Economic Statistics.
- Black, F. (1976) Studies of stock price volatility changes, Proceedings of the 1976 Meeting of the American Statistical Association, Business and Economic Statistics, 6, 177â181.
Paper not yet in RePEc: Add citation now
Bollerslev, T., Litvinova, J. and Tauchen, G. (2006) Leverage and volatility feedback effects in high-frequency data, Journal of Financial Econometrics 4 (3), 353â384.
Broadie, M., Chernov, M. and Johannes, M. (2007) Model specification and risk premia: Evidence from futures options, Journal of Finance 62 (3), 1453â1490.
Chernov, M., Gallant, A.G., Ghysels, E. and Tauchen, G. (2003) Alternative models for stock price dynamics, Journal of Econometrics 116 (1-2), 225â257.
Christensen, K., Oomen, R. and Podolskij, M. (2014) Fact or friction: Jumps at ultra high frequency, Journal of Financial Economics 114 (3), 576â599.
Cremers, M., Halling, M. and Weinbaum, D. (2015) Aggregate jump and volatility risk in the cross-section of stock returns, Journal of Finance 70 (2), 577â614.
Duffee, G.R. (1995) Stock returns and volatility â A firm-level analysis, Journal of Financial Economics 37 (3), 399â420.
Duffie, D., Pan, J. and Singleton, K. (2000) Transform analysis and asset pricing for affinediffusions, Econometrica 68 (6), 1343â1376.
Eraker, B. (2004) Do stock prices and volatility jump? Reconciling evidence from spot and option prices, Journal of Finance 59 (3), 1367â1403.
Eraker, B., Johannes, M. and Polson, N. (2003) The impact of jumps in volatility and returns, Journal of Finance 58 (3), 1269â1300.
French, K.R., Schwert, W. and Stambaugh, R. (1987) Expected stock returns and volatility, Journal of Financial Economics 19 (1), 3â29.
Hansen, P. R. and Lunde, A. (2006) Realized variance and market microstructure noise, Journal of Business and Economic Statistics 24 (2), 127â161.
- Jacod, J. and Protter, P. (2012) Discretization of processes, Springer.
Paper not yet in RePEc: Add citation now
Jacod, J., Klüppelberg, C. and Müller, G. (2017) Testing for non-correlation between price and volatility jumps, Journal of Econometrics 197 (2), 284â297.
- Jacod, J., Podolskij, M. and Vetter, M. (2010) Limit theorems for moving averages of discretized processes plus noise, Annals of Statistics 38 (3), 1478â1545.
Paper not yet in RePEc: Add citation now
Kalnina, I. and Xiu, D. (2017) Nonparametric estimation of the leverage effect: A trade-off between robustness and efficiency, Journal of the American Statistical Association 112 (517), 384â396.
Koike, Y. (2017) Time endogeneity and an optimal weight function in pre-averaging covariance estimation, Statistical Inference for Stochastic Processes 20 (1), 15â56.
Lahaye, J., Laurent, S. and Neely, C.J. (2011) Jumps, cojumps and macro announcements, Journal of Applied Econometrics 26 (6), 893â921.
Lee, S. and Mykland, P.A. (2008) Jumps in financial markets: A new nonparametric test and jump dynamics, Review of Financial Studies 21 (6), 2535â2563.
Lee, S. and Mykland, P.A. (2012) Jumps in equilibrium prices and market microstructure noise, Journal of Econometrics 168 (2), 396â406.
- Li, J., Todorov, V. and Tauchen, G. (2017) Jump regressions, Econometrica 85 (1), 173â195.
Paper not yet in RePEc: Add citation now
Maneesoonthorn, W., Forbes, C.S. and Martin, G.M. (2017) Inference on self-exciting jumps in prices and volatility using high frequency measures, Journal of Applied Econometrics 32 (3), 504â532.
Mykland, P.A. and Zhang, L. (2016) Between data cleaning and inference: Pre-averaging and robust estimators of the efficient price, Journal of Econometrics 194 (2), 242â262.
Pástor, L. and Veronesi, P. (2012) Uncertainty about government policy and stock prices, Journal of Finance 67 (4), 1219â1264.
Pástor, L. and Veronesi, P. (2013) Political uncertainty and risk premia, Journal of Financial Economics 110 (3), 520â545.
Pelger, M. (2017) Understanding systematic risk: A high-frequency approach, working paper, Department of Management Science & Engineering, Stanford University, Stanford, CA 94305.
- ReiÃ, M. (2011) Asymptotic equivalence for inference on the volatility from noisy observations, Annals of Statistics 39 (2), 772â802.
Paper not yet in RePEc: Add citation now
- Todorov, V. and Tauchen, G. (2011) Volatility jumps, Journal of Business and Economic Statistics 29 (3), 356â371.
Paper not yet in RePEc: Add citation now
Vetter, M. (2012) Estimation of correlation for continuous semimartingales, Scandinavian Journal of Statistics 39 (4), 757â771.
- Vetter, M. (2014) Inference on the Lévy measure in case of noisy observations, Statistics and Probability Letters 87, 125â133.
Paper not yet in RePEc: Add citation now
Wang, C.D. and Mykland, P.A. (2014) The estimation of the leverage effect with highfrequency data, Journal of the American Statistical Association 109 (505), 197â215.
Winkelmann, L., Bibinger, M. and Linzert, T. (2016) ECB monetary policy surprises: Identification through cojumps in interest rates, Journal of Applied Econometrics 31 (4), 613â 629.
Yu, J. (2012) A semiparametric stochastic volatility model, Journal of Econometrics 167 (2), 473â482.
- Zhang, L. (2006) Efficient estimation of stochastic volatility using noisy observations: A multi-scale approach, Bernoulli 12 (6), 1019â1043.
Paper not yet in RePEc: Add citation now