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Volumn 12, Issue 2, 2009, Pages 248-271

Adaptive pointwise estimation in time-inhomogeneous conditional heteroscedasticity models

Author keywords

Adaptive pointwise estimation; Autoregressive models; Conditional hetero scedasticity models; Local time homogeneity

Indexed keywords


EID: 68149171595     PISSN: 13684221     EISSN: 1368423X     Source Type: Journal    
DOI: 10.1111/j.1368-423X.2009.00292.x     Document Type: Article
Times cited : (34)

References (34)
  • 1
    • 0005880209 scopus 로고    scopus 로고
    • Answering the skeptics: Yes, standard volatility models do provide accurate forecasts
    • Andersen, T. G. and T. Bollerslev (1998). Answering the skeptics: Yes, standard volatility models do provide accurate forecasts. International Economic Review 39, 885-905.
    • (1998) International Economic Review , vol.39 , pp. 885-905
    • Andersen, T.G.1    Bollerslev, T.2
  • 2
    • 0036405104 scopus 로고    scopus 로고
    • Detecting multiple breaks in financial market volatility dynamics
    • Andreou, E. and E. Ghysels (2002). Detecting multiple breaks in financial market volatility dynamics. Journal of Applied Econometrics 17, 579-600.
    • (2002) Journal of Applied Econometrics , vol.17 , pp. 579-600
    • Andreou, E.1    Ghysels, E.2
  • 3
    • 33747888277 scopus 로고    scopus 로고
    • Monitoring disruptions in financial markets
    • Andreou, E. and E. Ghysels (2006). Monitoring disruptions in financial markets. Journal of Econometrics 135, 77-124.
    • (2006) Journal of Econometrics , vol.135 , pp. 77-124
    • Andreou, E.1    Ghysels, E.2
  • 4
    • 0001162133 scopus 로고
    • Tests for parameter instability and structural change with unknown change point
    • Andrews, D. W. K. (1993). Tests for parameter instability and structural change with unknown change point. Econometrica 61, 821-56.
    • (1993) Econometrica , vol.61 , pp. 821-956
    • Andrews, D.W.K.1
  • 5
    • 0346906789 scopus 로고    scopus 로고
    • Estimating and testing linear models with multiple structural changes
    • Bai, J. and P. Perron (1998). Estimating and testing linear models with multiple structural changes. Econometrica 66, 47-78.
    • (1998) Econometrica , vol.66 , pp. 47-78
    • Bai, J.1    Perron, P.2
  • 6
    • 14844284693 scopus 로고    scopus 로고
    • Structural change and long-range dependence in volatility of exchange rates: Either, neither or both?
    • Beltratti, A. and C. Morana (2004). Structural change and long-range dependence in volatility of exchange rates: Either, neither or both? Journal of Empirical Finance 11, 629-58.
    • (2004) Journal of Empirical Finance , vol.11 , pp. 629-658
    • Beltratti, A.1    Morana, C.2
  • 7
    • 42449156579 scopus 로고
    • Generalized autoregressive conditional heteroskedasticity
    • Bollerslev, T. (1986). Generalized autoregressive conditional heteroskedasticity. Journal of Econometrics 31, 307-27.
    • (1986) Journal of Econometrics , vol.31 , pp. 307-327
    • Bollerslev, T.1
  • 8
  • 9
    • 0031515592 scopus 로고    scopus 로고
    • Testing and locating variance changepoints with application to stock prices
    • Chen, J. and A. K. Gupta (1997). Testing and locating variance changepoints with application to stock prices. Journal of the American Statistical Association 92, 739-47.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 739-747
    • Chen, J.1    Gupta, A.K.2
  • 11
    • 68149159745 scopus 로고    scopus 로고
    • Dynamic nonparametric filtering with application to volatility estimation
    • In M. G. Akritas and D. N. Politis (Eds.) Amsterdam: Elsevier
    • Cheng, M.-Y., J. Fan and V. Spokoiny (2003). Dynamic nonparametric filtering with application to volatility estimation. In M. G. Akritas and D. N. Politis (Eds.), Recent Advances and Trends in Nonparametric Statistics, 315-33. Amsterdam: Elsevier.
    • (2003) Recent Advances and Trends in Nonparametric Statistics , pp. 315-333
    • Cheng, M.-Y.1    Fan, J.2    Spokoiny, V.3
  • 12
  • 13
    • 3342962153 scopus 로고    scopus 로고
    • Object-oriented programming in econometrics and statistics using Ox: A comparison with C++, Java and C#
    • In S. S. Nielsen (Ed.) Dordrecht: Kluwer
    • Doornik, J. A. (2002). Object-oriented programming in econometrics and statistics using Ox: A comparison with C++, Java and C#. In S. S. Nielsen (Ed.), Programming Languages and Systems in Computational Economics and Finance, 115-47. Dordrecht: Kluwer.
    • (2002) Programming Languages and Systems in Computational Economics and Finance , pp. 115-147
    • Doornik, J.A.1
  • 14
    • 0000051984 scopus 로고
    • Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation
    • Engle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica 50, 987-1008.
    • (1982) Econometrica , vol.50 , pp. 987-1008
    • Engle, R.F.1
  • 15
    • 68149148542 scopus 로고    scopus 로고
    • Statistical models with varying coefficient models
    • Fan, J. and W. Zhang (2008). Statistical models with varying coefficient models. Statistics and Its Interface 1, 179-95.
    • (2008) Statistics and Its Interface , vol.1 , pp. 179-195
    • Fan, J.1    Zhang, W.2
  • 16
    • 34447535241 scopus 로고    scopus 로고
    • Quasi-maximum likelihood estimation in GARCH processes when some coefficients are equal to zero
    • Francq, C. and J.-M. Zakoian (2007). Quasi-maximum likelihood estimation in GARCH processes when some coefficients are equal to zero. Stochastic Processes and their Applications 117, 1265-84.
    • (2007) Stochastic Processes and Their Applications , vol.117 , pp. 1265-1284
    • Francq, C.1    Zakoian, J.-M.2
  • 17
    • 84993601065 scopus 로고
    • On the relation between the expected value and the volatility of the nominal excess return on stocks
    • Glosten, L. R., R. Jagannathan and D. E. Runkle (1993). On the relation between the expected value and the volatility of the nominal excess return on stocks. Journal of Finance 48, 1779-801.
    • (1993) Journal of Finance , vol.48 , pp. 1779-1801
    • Glosten, L.R.1    Jagannathan, R.2    Runkle, D.E.3
  • 18
    • 84974239969 scopus 로고
    • Asymptotic theory for the GARCH(1,1) quasi-maximum likelihood estimator
    • Hansen, B. and S.-W. Lee (1994). Asymptotic theory for the GARCH(1,1) quasi-maximum likelihood estimator. Econometric Theory 10, 29-53.
    • (1994) Econometric Theory , vol.10 , pp. 29-53
    • Hansen, B.1    Lee, S.-W.2
  • 21
    • 23044461367 scopus 로고    scopus 로고
    • Neglecting parameter changes in GARCH models
    • Hillebrand, E. (2005). Neglecting parameter changes in GARCH models. Journal of Econometrics 129, 121-38.
    • (2005) Journal of Econometrics , vol.129 , pp. 121-138
    • Hillebrand, E.1
  • 22
    • 0000661999 scopus 로고    scopus 로고
    • Change-point estimation in ARCH models
    • Kokoszka, P. and R. Leipus (2000). Change-point estimation in ARCH models. Bernoulli 6, 513-39.
    • (2000) Bernoulli , vol.6 , pp. 513-539
    • Kokoszka, P.1    Leipus, R.2
  • 24
    • 24344506203 scopus 로고    scopus 로고
    • Statistical inference for time-inhomogeneous volatility models
    • Mercurio, D. and V. Spokoiny (2004). Statistical inference for time-inhomogeneous volatility models. Annals of Statistics 32, 577-602.
    • (2004) Annals of Statistics , vol.32 , pp. 577-602
    • Mercurio, D.1    Spokoiny, V.2
  • 26
    • 23044455651 scopus 로고    scopus 로고
    • Changes of structure in financial time series and the GARCH model
    • Mikosch, T. and C. Starica (2004). Changes of structure in financial time series and the GARCH model. Revstat Statistical Journal 2, 41-73.
    • (2004) Revstat Statistical Journal , vol.2 , pp. 41-73
    • Mikosch, T.1    Starica, C.2
  • 27
    • 0000641348 scopus 로고
    • Conditional heteroskedasticity in asset returns: A new approach
    • Nelson, D. B. (1991). Conditional heteroskedasticity in asset returns: A new approach. Econometrica 59, 347-70.
    • (1991) Econometrica , vol.59 , pp. 347-370
    • Nelson, D.B.1
  • 28
    • 4344646763 scopus 로고    scopus 로고
    • How costly is it to ignore breaks when forecasting the direction of a time series?
    • Pesaran, M. H. and A. Timmermann (2004). How costly is it to ignore breaks when forecasting the direction of a time series? International Journal of Forecasting 20, 411-25.
    • (2004) International Journal of Forecasting , vol.20 , pp. 411-425
    • Pesaran, M.H.1    Timmermann, A.2
  • 30
    • 0039392326 scopus 로고    scopus 로고
    • Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice
    • Spokoiny, V. (1998). Estimation of a function with discontinuities via local polynomial fit with an adaptive window choice. Annals of Statistics 26, 1356-78.
    • (1998) Annals of Statistics , vol.26 , pp. 1356-1378
    • Spokoiny, V.1
  • 31
    • 68149178238 scopus 로고    scopus 로고
    • Multiscale local change-point detection with applications to value-at-risk
    • Spokoiny, V. (2009a). Multiscale local change-point detection with applications to value-at-risk. Annals of Statistics 37, 1405-36.
    • (2009) Annals of Statistics , vol.37 , pp. 1405-1436
    • Spokoiny, V.1
  • 32
    • 68149124098 scopus 로고    scopus 로고
    • WIAS Preprint No. 1404, Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany
    • Spokoiny, V. (2009b). Parameter estimation in time series analysis. WIAS Preprint No. 1404, Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany.
    • (2009) Parameter Estimation in Time Series Analysis
    • Spokoiny, V.1


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