메뉴 건너뛰기




Volumn 117, Issue 2, 2003, Pages 369-399

An alternative bootstrap to moving blocks for time series regression models

Author keywords

Bootstrap methods; Least squares estimation; Long range dependence

Indexed keywords

COMPUTER SIMULATION; DATA REDUCTION; ERROR ANALYSIS; FOURIER TRANSFORMS; LEAST SQUARES APPROXIMATIONS; MONTE CARLO METHODS; PARAMETER ESTIMATION; TIME SERIES ANALYSIS;

EID: 0347354951     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-4076(03)00154-4     Document Type: Article
Times cited : (28)

References (46)
  • 2
    • 0001758906 scopus 로고
    • Heteroscedasticity and autocorrelation consistent covariance matrix estimation
    • Andrews D.W.K. Heteroscedasticity and autocorrelation consistent covariance matrix estimation. Econometrica. 59:1991;817-858.
    • (1991) Econometrica , vol.59 , pp. 817-858
    • Andrews, D.W.K.1
  • 3
    • 0039962067 scopus 로고
    • Confidence intervals for the crosscovariance function
    • Brillinger D.R. Confidence intervals for the crosscovariance function. Selecta Statistica Canadiana. 5:1979;3-16.
    • (1979) Selecta Statistica Canadiana , vol.5 , pp. 3-16
    • Brillinger, D.R.1
  • 6
    • 0000514094 scopus 로고
    • The use of subseries values for estimating the variance of a general statistic from a stationary sequence
    • Carlstein E. The use of subseries values for estimating the variance of a general statistic from a stationary sequence. Annals of Statistics. 14:1986;1171-1179.
    • (1986) Annals of Statistics , vol.14 , pp. 1171-1179
    • Carlstein, E.1
  • 7
    • 0030366077 scopus 로고    scopus 로고
    • A frequency domain bootstrap for ratio statistics in time series analysis
    • Dahlhaus R., Janas D. A frequency domain bootstrap for ratio statistics in time series analysis. Annals of Statistics. 24:1996;1934-1963.
    • (1996) Annals of Statistics , vol.24 , pp. 1934-1963
    • Dahlhaus, R.1    Janas, D.2
  • 8
    • 0002231124 scopus 로고
    • Tests for Hurst effect
    • Davies R.A., Harte D.S. Tests for Hurst effect. Biometrika. 74:1987;95-102.
    • (1987) Biometrika , vol.74 , pp. 95-102
    • Davies, R.A.1    Harte, D.S.2
  • 9
    • 70350303310 scopus 로고    scopus 로고
    • A practitioners guide to robust covariance matrix estimation
    • Maddala, G.S., Rao, C.R. (Eds.). North-Holland, Amsterdam
    • Den Haan, W., Levin, A., 1997. A practitioners guide to robust covariance matrix estimation. In: Maddala, G.S., Rao, C.R. (Eds.), Handbook of Statistics, Vol. 15. North-Holland, Amsterdam, pp. 299-342.
    • (1997) Handbook of Statistics , vol.15 , pp. 299-342
    • Den Haan, W.1    Levin, A.2
  • 10
    • 0002344794 scopus 로고
    • Bootstrap methods: Another look at the Jackknife
    • Efron B. Bootstrap methods. another look at the Jackknife Annals of Statistics. 7:1979;1-26.
    • (1979) Annals of Statistics , vol.7 , pp. 1-26
    • Efron, B.1
  • 12
    • 0002889251 scopus 로고    scopus 로고
    • The moving blocks bootstrap and robust inference for linear least squares and quantiles regressions
    • Fitzenberger B. The moving blocks bootstrap and robust inference for linear least squares and quantiles regressions. Journal of Econometrics. 82:1998;235-287.
    • (1998) Journal of Econometrics , vol.82 , pp. 235-287
    • Fitzenberger, B.1
  • 13
    • 0000627534 scopus 로고
    • On bootstrapping kernel spectral estimates
    • Franke J., Härdle W. On bootstrapping kernel spectral estimates. Annals of Statistics. 20:1992;121-145.
    • (1992) Annals of Statistics , vol.20 , pp. 121-145
    • Franke, J.1    Härdle, W.2
  • 14
    • 0000631354 scopus 로고
    • Necessary conditions for the bootstrap of the mean
    • Giné E., Zinn J. Necessary conditions for the bootstrap of the mean. Annals of Statistics. 17:1989;684-691.
    • (1989) Annals of Statistics , vol.17 , pp. 684-691
    • Giné, E.1    Zinn, J.2
  • 15
    • 0035730613 scopus 로고    scopus 로고
    • Gaussian estimation of parametric spectral density with unknown pole
    • Giraitis L., Hidalgo J., Robinson P.M. Gaussian estimation of parametric spectral density with unknown pole. Annals of Statistics. 29:2001;987-1023.
    • (2001) Annals of Statistics , vol.29 , pp. 987-1023
    • Giraitis, L.1    Hidalgo, J.2    Robinson, P.M.3
  • 16
    • 84986792205 scopus 로고
    • An introduction to long memory time series and fractional differencing
    • Granger C.W.J., Joyeux R. An introduction to long memory time series and fractional differencing. Journal of Time Series Analysis. 1:1980;424-438.
    • (1980) Journal of Time Series Analysis , vol.1 , pp. 424-438
    • Granger, C.W.J.1    Joyeux, R.2
  • 17
    • 0030363303 scopus 로고    scopus 로고
    • Bootstrap critical values for tests based on generalized-method-of-moments estimators
    • Hall P., Horowitz J.L. Bootstrap critical values for tests based on generalized-method-of-moments estimators. Econometrica. 64:1996;891-916.
    • (1996) Econometrica , vol.64 , pp. 891-916
    • Hall, P.1    Horowitz, J.L.2
  • 18
    • 77956890307 scopus 로고
    • On blocking rules for the bootstrap with dependent data
    • Hall P., Horowitz J.L., Jing B.-Y. On blocking rules for the bootstrap with dependent data. Biometrika. 82:1995;561-574.
    • (1995) Biometrika , vol.82 , pp. 561-574
    • Hall, P.1    Horowitz, J.L.2    Jing, B.-Y.3
  • 20
    • 0003002143 scopus 로고
    • Regression for time series
    • M. Rosenblatt. New York: Wiley
    • Hannan E.J. Regression for time series. Rosenblatt M. Time Series Analysis. 1963;17-37 Wiley, New York.
    • (1963) Time Series Analysis , pp. 17-37
    • Hannan, E.J.1
  • 23
    • 77956890381 scopus 로고
    • Fractional differencing
    • Hosking J. Fractional differencing. Biometrika. 68:1981;165-176.
    • (1981) Biometrika , vol.68 , pp. 165-176
    • Hosking, J.1
  • 24
    • 0347616308 scopus 로고
    • The comparison of means of sets of observations from sections of independent stochastic series
    • Jowett G.H. The comparison of means of sets of observations from sections of independent stochastic series. Journal of the Royal Statistical Society Series B. 17:1955;208-227.
    • (1955) Journal of the Royal Statistical Society Series B , vol.17 , pp. 208-227
    • Jowett, G.H.1
  • 25
    • 0001345583 scopus 로고
    • Limiting behavior of functionals of higher-order sample cumulant spectra
    • Keenan D.M. Limiting behavior of functionals of higher-order sample cumulant spectra. Annals of Statistics. 15:1987;134-151.
    • (1987) Annals of Statistics , vol.15 , pp. 134-151
    • Keenan, D.M.1
  • 26
    • 0000181737 scopus 로고
    • The Jackknife and the bootstrap for general stationary observations
    • Künsch H.-R. The Jackknife and the bootstrap for general stationary observations. Annals of Statistics. 17:1989;1217-1241.
    • (1989) Annals of Statistics , vol.17 , pp. 1217-1241
    • Künsch, H.-R.1
  • 28
    • 21144477186 scopus 로고
    • Bootstrap and wild bootstrap for high dimensional linear models
    • Mammen E. Bootstrap and wild bootstrap for high dimensional linear models. Annals of Statistics. 21:1993;255-285.
    • (1993) Annals of Statistics , vol.21 , pp. 255-285
    • Mammen, E.1
  • 29
    • 0000501589 scopus 로고
    • Fractional brownian motions, fractional noises and applications
    • Mandelbrot B.B., Van Ness J.W. Fractional brownian motions, fractional noises and applications. SIAM Review. 10:1968;422-437.
    • (1968) SIAM Review , vol.10 , pp. 422-437
    • Mandelbrot, B.B.1    Van Ness, J.W.2
  • 30
    • 0001031094 scopus 로고
    • On consistent estimates of the spectrum of a stationary time series
    • Parzen M. On consistent estimates of the spectrum of a stationary time series. Annals of Mathematical Statistics. 28:1957;329-348.
    • (1957) Annals of Mathematical Statistics , vol.28 , pp. 329-348
    • Parzen, M.1
  • 31
    • 0001282503 scopus 로고
    • A general resampling scheme for triangular arrays of α -mixing random variables with application to the problem of spectral density estimation
    • Politis D.N., Romano J.P. A general resampling scheme for triangular arrays of. α -mixing random variables with application to the problem of spectral density estimation Annals of Statistics. 20:1992;1985-2007.
    • (1992) Annals of Statistics , vol.20 , pp. 1985-2007
    • Politis, D.N.1    Romano, J.P.2
  • 32
    • 21844512391 scopus 로고
    • Large sample confidence regions based on subsamples under minimal assumptions
    • Politis D.N., Romano J.P. Large sample confidence regions based on subsamples under minimal assumptions. Annals of Statistics. 22:1994;2031-2050.
    • (1994) Annals of Statistics , vol.22 , pp. 2031-2050
    • Politis, D.N.1    Romano, J.P.2
  • 35
    • 0000361085 scopus 로고
    • Automatic frequency domain inference on semiparametric and nonparametric models
    • Robinson P.M. Automatic frequency domain inference on semiparametric and nonparametric models. Econometrica. 59:1991;1329-1363.
    • (1991) Econometrica , vol.59 , pp. 1329-1363
    • Robinson, P.M.1
  • 36
    • 0002230924 scopus 로고
    • Time series with strong dependence
    • Sims, C.A. (Ed.). Cambridge University Press, Cambridge
    • Robinson, P.M., 1994. Time series with strong dependence. In: Sims, C.A. (Ed.), Advances in Econometrics: Sixth World Congress, Vol. 1. Cambridge University Press, Cambridge, pp. 47-95.
    • (1994) Advances in Econometrics: Sixth World Congress , vol.1 , pp. 47-95
    • Robinson, P.M.1
  • 37
    • 0000668540 scopus 로고
    • Log-periodogram regression for time series with long range dependence
    • Robinson P.M. Log-periodogram regression for time series with long range dependence. Annals of Statistics. 23:1995;1048-1072.
    • (1995) Annals of Statistics , vol.23 , pp. 1048-1072
    • Robinson, P.M.1
  • 38
    • 21344446855 scopus 로고
    • Gaussian semiparametric estimation of long-range dependence
    • Robinson P.M. Gaussian semiparametric estimation of long-range dependence. Annals of Statistics. 23:1995;1630-1661.
    • (1995) Annals of Statistics , vol.23 , pp. 1630-1661
    • Robinson, P.M.1
  • 39
    • 0000787377 scopus 로고    scopus 로고
    • Inference-without-smoothing in the presence of nonparametric autocorrelation
    • Robinson P.M. Inference-without-smoothing in the presence of nonparametric autocorrelation. Econometrica. 66:1998;1163-1182.
    • (1998) Econometrica , vol.66 , pp. 1163-1182
    • Robinson, P.M.1
  • 40
    • 0031484063 scopus 로고    scopus 로고
    • Time series regression with long range dependence
    • Robinson P.M., Hidalgo J. Time series regression with long range dependence. Annals of Statistics. 25:1997;77-104.
    • (1997) Annals of Statistics , vol.25 , pp. 77-104
    • Robinson, P.M.1    Hidalgo, J.2
  • 41
    • 70350344664 scopus 로고    scopus 로고
    • Autocorrelation-robust inference
    • Maddala, G.S., Rao, C.R. (Eds.). North-Holland, Amsterdam
    • Robinson, P.M., Velasco, C., 1997. Autocorrelation-robust inference. In: Maddala, G.S., Rao, C.R. (Eds.), Handbook of Statistics, Vol. 15. North-Holland, Amsterdam, pp. 267-298.
    • (1997) Handbook of Statistics , vol.15 , pp. 267-298
    • Robinson, P.M.1    Velasco, C.2
  • 42
    • 0015607661 scopus 로고
    • Central limit theorems for martingales and for processes with stationary increments using a Skorohod representation approach
    • Scott D.J. Central limit theorems for martingales and for processes with stationary increments using a Skorohod representation approach. Advances in Applied Probability. 5:1973;119-137.
    • (1973) Advances in Applied Probability , vol.5 , pp. 119-137
    • Scott, D.J.1
  • 43
    • 0000824767 scopus 로고
    • On the asymptotic accuracy of Efron's bootstrap
    • Singh K. On the asymptotic accuracy of Efron's bootstrap. Annals of Statistics. 9:1981;1187-1195.
    • (1981) Annals of Statistics , vol.9 , pp. 1187-1195
    • Singh, K.1
  • 45
    • 0000040577 scopus 로고
    • On estimation of the integrals of the fourth order cumulant spectral density
    • Taniguchi M. On estimation of the integrals of the fourth order cumulant spectral density. Biometrika. 69:1982;117-122.
    • (1982) Biometrika , vol.69 , pp. 117-122
    • Taniguchi, M.1
  • 46
    • 0001673027 scopus 로고
    • Jackknife, bootstrap and other resampling methods in regression analysis
    • Wu C.F.J. Jackknife, bootstrap and other resampling methods in regression analysis. Annals of Statistics. 14:1986;1261-1295.
    • (1986) Annals of Statistics , vol.14 , pp. 1261-1295
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.