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Volumn 3, Issue 4, 2015, Pages 864-887

Non-parametric estimation of intraday spot volatility: Disentangling instantaneous trend and seasonality

Author keywords

Foreign exchange returns; Intraday spot volatility; Seasonality; Synchrosqueezing; Time frequency analysis

Indexed keywords


EID: 84977898496     PISSN: None     EISSN: 22251146     Source Type: Journal    
DOI: 10.3390/econometrics3040864     Document Type: Article
Times cited : (2)

References (29)
  • 3
    • 0031161196 scopus 로고    scopus 로고
    • Intraday periodicity and volatility persistence in financial markets
    • Andersen, T.G.; Bollerslev, T. Intraday periodicity and volatility persistence in financial markets. J. Empir. Financ. 1997, 4, 115–158.
    • (1997) J. Empir. Financ. , vol.4 , pp. 115-158
    • Andersen, T.G.1    Bollerslev, T.2
  • 4
    • 0039066490 scopus 로고    scopus 로고
    • Deutsche Mark–Dollar Volatility: Intraday Activity Patterns, Macroeconomic Announcements, and Longer Run Dependencies
    • Andersen, T.G.; Bollerslev, T. Deutsche Mark–Dollar Volatility: Intraday Activity Patterns, Macroeconomic Announcements, and Longer Run Dependencies. J. Financ. 1998, 53, 219–265.
    • (1998) J. Financ. , vol.53 , pp. 219-265
    • Andersen, T.G.1    Bollerslev, T.2
  • 5
    • 0000506834 scopus 로고
    • A geographical model for the daily and weekly seasonal volatility in the foreign exchange market
    • Dacorogna, M.M.; Müller, U.A.; Nagler, R.J.; Olsen, R.B.; Pictet, O.V. A geographical model for the daily and weekly seasonal volatility in the foreign exchange market. J. Int. Money Financ. 1993, 12, 413–438.
    • (1993) J. Int. Money Financ. , vol.12 , pp. 413-438
    • Dacorogna, M.M.1    Müller, U.A.2    Nagler, R.J.3    Olsen, R.B.4    Pictet, O.V.5
  • 7
    • 0030530241 scopus 로고    scopus 로고
    • Periodic autoregressive conditional heteroscedasticity
    • Bollerslev, T.; Ghysels, E. Periodic autoregressive conditional heteroscedasticity. J. Bus. Econ. Stat. 1996, 14, 139–151.
    • (1996) J. Bus. Econ. Stat. , vol.14 , pp. 139-151
    • Bollerslev, T.1    Ghysels, E.2
  • 8
    • 79951959026 scopus 로고    scopus 로고
    • Robust estimation of intraweek periodicity in volatility and jump detection
    • Boudt, K.; Croux, C.; Laurent, S. Robust estimation of intraweek periodicity in volatility and jump detection. J. Empir. Financ. 2011, 18, 353–367.
    • (2011) J. Empir. Financ. , vol.18 , pp. 353-367
    • Boudt, K.1    Croux, C.2    Laurent, S.3
  • 9
    • 80054688506 scopus 로고    scopus 로고
    • Functional data analysis for volatility
    • Müller, H.G.; Sen, R.; Stadtmüller, U. Functional data analysis for volatility. J. Econom. 2011, 165, 233–245.
    • (2011) J. Econom. , vol.165 , pp. 233-245
    • Müller, H.G.1    Sen, R.2    Stadtmüller, U.3
  • 10
    • 84855390087 scopus 로고    scopus 로고
    • Forecasting intraday volatility in the US equity market. Multiplicative component GARCH
    • Engle, R.F.; Sokalska, M.E. Forecasting intraday volatility in the US equity market. Multiplicative component GARCH. J. Financ. Econom. 2012, 10, 54–83.
    • (2012) J. Financ. Econom. , vol.10 , pp. 54-83
    • Engle, R.F.1    Sokalska, M.E.2
  • 11
    • 70350096085 scopus 로고
    • Large sample estimation and hypothesis testing
    • Engle, R.F., McFadden, D.L., Eds.; Elsevier: Philadelphia, PA, USA
    • Newey, W.K.; McFadden, D. Large sample estimation and hypothesis testing. In Handbook of Econometrics; Engle, R.F., McFadden, D.L., Eds.; Elsevier: Philadelphia, PA, USA, 1994; Volume 4, pp. 2111–2245.
    • (1994) Handbook of Econometrics , vol.4 , pp. 2111-2245
    • Newey, W.K.1    McFadden, D.2
  • 12
    • 85016309068 scopus 로고    scopus 로고
    • A comparison of seasonal adjustment methods when forecasting intraday volatility
    • Martens, M.; Chang, Y.C.; Taylor, S.J. A comparison of seasonal adjustment methods when forecasting intraday volatility. J. Financ. Res. 2002, 25, 283–299.
    • (2002) J. Financ. Res. , vol.25 , pp. 283-299
    • Martens, M.1    Chang, Y.C.2    Taylor, S.J.3
  • 13
    • 24944537117 scopus 로고    scopus 로고
    • Market risk models for intraday data
    • Giot, P. Market risk models for intraday data. Eur. J. Financ. 2005, 11, 309–324.
    • (2005) Eur. J. Financ. , vol.11 , pp. 309-324
    • Giot, P.1
  • 14
    • 0001968889 scopus 로고
    • On the bias in flexible functional forms and an essentially unbiased form
    • Gallant, R. On the bias in flexible functional forms and an essentially unbiased form: The fourier flexible form. J. Econom. 1981, 15, 211–245.
    • (1981) The Fourier Flexible Form. J. Econom. , vol.15 , pp. 211-245
    • Gallant, R.1
  • 15
    • 33644498904 scopus 로고    scopus 로고
    • Forecasting realized volatility using a long-memory stochastic volatility model: Estimation, prediction and seasonal adjustment
    • Deo, R.; Hurvich, C.; Lu, Y. Forecasting realized volatility using a long-memory stochastic volatility model: Estimation, prediction and seasonal adjustment. J. Econom. 2006, 131, 29–58.
    • (2006) J. Econom. , vol.131 , pp. 29-58
    • Deo, R.1    Hurvich, C.2    Lu, Y.3
  • 17
    • 28244484926 scopus 로고    scopus 로고
    • Deterministic and Stochastic Methods for Estimation of Intraday Seasonal Components with High Frequency Data
    • Beltratti, A.; Morana, C. Deterministic and Stochastic Methods for Estimation of Intraday Seasonal Components with High Frequency Data. Econ. notes 2001, 30, 205–234.
    • (2001) Econ. Notes , vol.30 , pp. 205-234
    • Beltratti, A.1    Morana, C.2
  • 18
    • 0003833285 scopus 로고
    • SIAM: Society for Industrial and Applied Mathematics: Philadelphia, PA, USA
    • Daubechies, I. Ten Lectures on Wavelets; SIAM: Society for Industrial and Applied Mathematics: Philadelphia, PA, USA, 1992.
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 20
    • 0001205798 scopus 로고
    • A Theory of the Term Structure of Interest Rates
    • Cox, J.C.; Ingersoll J.E., Jr.; Ross, S.A. A Theory of the Term Structure of Interest Rates. Econometrica 1985, 53, 385–407.
    • (1985) Econometrica , vol.53 , pp. 385-407
    • Cox, J.C.1    Ingersoll, J.E.2    Ross, S.A.3
  • 21
    • 0037836721 scopus 로고
    • A closed-form solution for options with stochastic volatility with applications to bond and currency options
    • Heston, S.L. A closed-form solution for options with stochastic volatility with applications to bond and currency options. Rev. Financ. Stud. 1993, 6, 327–343.
    • (1993) Rev. Financ. Stud. , vol.6 , pp. 327-343
    • Heston, S.L.1
  • 22
    • 84900032456 scopus 로고    scopus 로고
    • Non-parametric and adaptive modelling of dynamic periodicity and trend with heteroscedastic and dependent errors
    • Chen, Y.C.; Cheng, M.Y.; Wu, H.T. Non-parametric and adaptive modelling of dynamic periodicity and trend with heteroscedastic and dependent errors. J. R. Stat. Soc.: Ser. B (Stat. Methodol.) 2014, 76, 651–682.
    • (2014) J. R. Stat. Soc.: Ser. B (Stat. Methodol.) , vol.76 , pp. 651-682
    • Chen, Y.C.1    Cheng, M.Y.2    Wu, H.T.3
  • 24
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns a new approach
    • Nelson, D.B. Conditional heteroskedasticity in asset returns a new approach. Econometrica 1991, 29, 347–370.
    • (1991) Econometrica , vol.29 , pp. 347-370
    • Nelson, D.B.1
  • 25
    • 78751584911 scopus 로고    scopus 로고
    • Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool
    • Daubechies, I.; Lu, J.; Wu, H.T. Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool. Appl. Comput. Harmon. Anal. 2011, 30, 243–261.
    • (2011) Appl. Comput. Harmon. Anal. , vol.30 , pp. 243-261
    • Daubechies, I.1    Lu, J.2    Wu, H.T.3
  • 26
    • 85130292704 scopus 로고    scopus 로고
    • A nonlinear squeezing of the continuous wavelet transform based on auditory nerve models
    • CRC-Press: Boca Raton, FL, USA
    • Daubechies, I.; Maes, S. A nonlinear squeezing of the continuous wavelet transform based on auditory nerve models. In Wavelets in Medicine and Biology; CRC-Press: Boca Raton, FL, USA, 1996; pp. 527–546.
    • (1996) Wavelets in Medicine and Biology , pp. 527-546
    • Daubechies, I.1    Maes, S.2
  • 27
    • 19644380659 scopus 로고    scopus 로고
    • Power and Bipower Variation with Stochastic Volatility and Jumps
    • Barndorff-Nielsen, O.E. Power and Bipower Variation with Stochastic Volatility and Jumps. J. Financ. Econom. 2004, 2, 1–37.
    • (2004) J. Financ. Econom. , vol.2 , pp. 1-37
    • Barndorff-Nielsen, O.E.1
  • 28
    • 1642403460 scopus 로고    scopus 로고
    • Automatic Block-Length Selection for the Dependent Bootstrap
    • Politis, D.N.; White, H. Automatic Block-Length Selection for the Dependent Bootstrap. Econom. Rev. 2004, 23, 53–70.
    • (2004) Econom. Rev. , vol.23 , pp. 53-70
    • Politis, D.N.1    White, H.2
  • 29
    • 84871772255 scopus 로고    scopus 로고
    • The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications
    • Thakur, G.; Brevdo, E.; Fuckar, N.S.; Wu, H.T. The Synchrosqueezing algorithm for time-varying spectral analysis: Robustness properties and new paleoclimate applications. Signal Process. 2013, 93, 1079–1094.
    • (2013) Signal Process , vol.93 , pp. 1079-1094
    • Thakur, G.1    Brevdo, E.2    Fuckar, N.S.3    Wu, H.T.4


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