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Volumn 169, Issue 1, 2012, Pages 75-93

Jump-robust volatility estimation using nearest neighbor truncation

Author keywords

Finite activity jumps; High frequency data; Integrated variance; Intraday U shape patterns; Jump robustness; Nearest neighbor truncation; Realized volatility

Indexed keywords

FINITE ACTIVITY JUMPS; HIGH FREQUENCY DATA; INTEGRATED VARIANCE; INTRADAY U-SHAPE PATTERNS; NEAREST NEIGHBORS; REALIZED VOLATILITY;

EID: 84861876025     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2012.01.011     Document Type: Conference Paper
Times cited : (399)

References (37)
  • 1
    • 34548023382 scopus 로고    scopus 로고
    • Volatility estimators for discretely sampled lévy processes
    • Y. Aït-Sahalia, and J. Jacod Volatility estimators for discretely sampled lévy processes Annals of Statistics 35 1 2007 355 392
    • (2007) Annals of Statistics , vol.35 , Issue.1 , pp. 355-392
    • Aït-Sahalia, Y.1    Jacod, J.2
  • 2
    • 78649734954 scopus 로고    scopus 로고
    • Ultra high frequency volatility estimation with dependent microstructure noise
    • Y. Aït-Sahalia, P.A. Mykland, and L. Zhang Ultra high frequency volatility estimation with dependent microstructure noise Journal of Econometrics 160 2011 190 203
    • (2011) Journal of Econometrics , vol.160 , pp. 190-203
    • Aït-Sahalia, Y.1    Mykland, P.A.2    Zhang, L.3
  • 3
    • 67349204122 scopus 로고    scopus 로고
    • Parametric and nonparametric volatility measurement
    • Yacine Aït-Sahalia, Lars P. Hansen, Jose A. Scheinkman, North Holland
    • T.G. Andersen, T. Bollerslev, and F.X. Diebold Parametric and nonparametric volatility measurement Yacine Aït-Sahalia, Lars P. Hansen, Jose A. Scheinkman, Handbook of Financial Econometrics 2009 North Holland
    • (2009) Handbook of Financial Econometrics
    • Andersen, T.G.1    Bollerslev, T.2    Diebold, F.X.3
  • 5
    • 33947357039 scopus 로고    scopus 로고
    • No-arbitrage semi-martingale restrictions for continuous-time volatility models subject to leverage effects, jumps and i.i.d. noise: Theory and testable distributional implications
    • DOI 10.1016/j.jeconom.2006.05.018, PII S0304407606000911, 50th Anniversary Econometric Institute
    • T.G. Andersen, T. Bollerslev, and D. Dobrev No-arbitrage semi-martingale restrictions for continuous-time volatility models subject to leverage effects, jumps and i.i.d. noise: theory and testable distributional implications Journal of Econometrics 138 1 2007 125 180 (Pubitemid 46452993)
    • (2007) Journal of Econometrics , vol.138 , Issue.1 , pp. 125-180
    • Andersen, T.G.1    Bollerslev, T.2    Dobrev, D.3
  • 6
    • 27744577669 scopus 로고    scopus 로고
    • Correcting the errors: Volatility forecast evaluation using high-frequency data and realized volatilities
    • T.G. Andersen, T. Bollerslev, and N. Meddahi Correcting the errors: volatility forecast evaluation using high-frequency data and realized volatilities Econometrica 73 1 2005 279 296 (Pubitemid 41602049)
    • (2005) Econometrica , vol.73 , Issue.1 , pp. 279-296
    • Andersen, T.G.1    Bollerslev, T.2    Meddahi, N.3
  • 8
    • 84861884952 scopus 로고    scopus 로고
    • A functional filtering and neighborhood truncation approach to integrated quarticity estimation
    • Jun
    • Andersen, T.G.; Dobrev, D.P.; Schaumburg, E.; Jun 2011, A functional filtering and neighborhood truncation approach to integrated quarticity estimation, NBER Working Paper (17152).
    • (2011) NBER Working Paper (17152)
    • Andersen T., .G.1    Dobrev D., .P.2    Schaumburg, E.3
  • 11
    • 33646525285 scopus 로고    scopus 로고
    • Limit theorems for bipower variation in financial econometrics
    • DOI 10.1017/S0266466606060324, PII S0266466606060324
    • O.E. Barndorff-Nielsen, S.E. Graversen, J. Jacod, and N. Shephard Limit theorems for bipower variation in financial econometrics Econometric Theory 22 4 2006 677 719 (Pubitemid 43967310)
    • (2006) Econometric Theory , vol.22 , Issue.4 , pp. 677-719
    • Barndorff-Nielsen, O.E.1    Graversen, S.E.2    Jacod, J.3    Shephard, N.4
  • 14
    • 39049117286 scopus 로고    scopus 로고
    • Variation, jumps, market frictions and high frequency data in financial econometrics
    • R. Blundell, T. Persson, W. Newey, Theory and Applications, Ninth World Congress Cambridge University Press
    • O.E. Barndorff-Nielsen, and N. Shephard Variation, jumps, market frictions and high frequency data in financial econometrics R. Blundell, T. Persson, W. Newey, Advances in Economics and Econometrics Theory and Applications, Ninth World Congress 2007 Cambridge University Press
    • (2007) Advances in Economics and Econometrics
    • Barndorff-Nielsen, O.E.1    Shephard, N.2
  • 18
  • 20
    • 77957985116 scopus 로고    scopus 로고
    • Threshold bipower variation and the impact of jumps on volatility forecasting
    • F. Corsi, D. Pirino, and R. Renò Threshold bipower variation and the impact of jumps on volatility forecasting Journal of Econometrics 159 2010 276 288
    • (2010) Journal of Econometrics , vol.159 , pp. 276-288
    • Corsi, F.1    Pirino, D.2    Renò, R.3
  • 22
    • 40549141813 scopus 로고    scopus 로고
    • Sampling returns for realized variance calculations: Tick time or transaction time?
    • J.E. Griffin, and R.C. Oomen Sampling returns for realized variance calculations: tick time or transaction time? Econometric Reviews 27 2008 230 253
    • (2008) Econometric Reviews , vol.27 , pp. 230-253
    • Griffin, J.E.1    Oomen, R.C.2
  • 23
    • 0039657041 scopus 로고    scopus 로고
    • The dynamics of discrete bid and ask quotes
    • J. Hasbrouck The dynamics of discrete bid and ask quotes Journal of Finance 54 6 1999 2109 2142
    • (1999) Journal of Finance , vol.54 , Issue.6 , pp. 2109-2142
    • Hasbrouck, J.1
  • 25
    • 26444481610 scopus 로고    scopus 로고
    • The relative contribution of jumps to total price variance
    • DOI 10.1093/jjfinec/nbi025
    • X. Huang, and G. Tauchen The relative contribution of jumps to total price variance Journal of Financial Econometrics 3 4 2005 456 499 (Pubitemid 41418851)
    • (2005) Journal of Financial Econometrics , vol.3 , Issue.4 , pp. 456-499
    • Huang, X.1    Tauchen, G.2
  • 28
    • 57349092654 scopus 로고    scopus 로고
    • Jumps in financial markets: A new non-parametric test and jump dynamics
    • S.S. Lee, and P.A. Mykland Jumps in financial markets: a new non-parametric test and jump dynamics Review of Financial Studies 21 6 2008 2535 2563
    • (2008) Review of Financial Studies , vol.21 , Issue.6 , pp. 2535-2563
    • Lee, S.S.1    Mykland, P.A.2
  • 30
    • 40549142517 scopus 로고    scopus 로고
    • Realized volatility: A review
    • M. McAleer, and M.C. Medeiros Realized volatility: a review Econometric Reviews 27 1-3 2008 10 45
    • (2008) Econometric Reviews , vol.27 , Issue.13 , pp. 10-45
    • McAleer, M.1    Medeiros, M.C.2
  • 32
    • 70349838736 scopus 로고    scopus 로고
    • Inference for continuous semimartingales observed at high frequency
    • URL
    • P.A. Mykland, and L. Zhang Inference for continuous semimartingales observed at high frequency Econometrica 77 5 2009 1403 1445 URL http://econpapers.repec.org/RePEc:ecm:emetrp:v:77:y:2009:i:5:p:1403-1445
    • (2009) Econometrica , vol.77 , Issue.5 , pp. 1403-1445
    • Mykland, P.A.1    Zhang, L.2
  • 34
    • 70349813191 scopus 로고    scopus 로고
    • Estimation of volatility functionals in the simultaneous presence of microstructure noise and jumps
    • M. Podolskij, and M. Vetter Estimation of volatility functionals in the simultaneous presence of microstructure noise and jumps Bernoulli 15 2009 634 658
    • (2009) Bernoulli , vol.15 , pp. 634-658
    • Podolskij, M.1    Vetter, M.2
  • 35
    • 0003543379 scopus 로고    scopus 로고
    • third ed. Grundlehren der mathematischen Wissenschaften Springer Berlin [u.a.]
    • D. Revuz, and M. Yor Continuous Martingales and Brownian Motion third ed. Grundlehren der mathematischen Wissenschaften 1999 Springer Berlin [u.a.]
    • (1999) Continuous Martingales and Brownian Motion
    • Revuz, D.1    Yor, M.2
  • 37
    • 29144451478 scopus 로고    scopus 로고
    • A tale of two time scales: Determining integrated volatility with noisy high-frequency data
    • DOI 10.1198/016214505000000169
    • L. Zhang, P.A. Mykland, and Y. Aït-Sahalia A tale of two time scales: determining integrated volatility with noisy high-frequency data Journal of the American Statistical Association 100 472 2005 1394 1411 (Pubitemid 41801284)
    • (2005) Journal of the American Statistical Association , vol.100 , Issue.472 , pp. 1394-1411
    • Zhang, L.1    Mykland, P.A.2    Ait-Sahalia, Y.3


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