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Volumn 25, Issue 2, 1998, Pages 359-369

Automatic local smoothing for spectral density estimation

Author keywords

Bandwidth selection; Local polynomial fit; Periodogram; Spectral density estimation; Whittle likelihood

Indexed keywords


EID: 0041021846     PISSN: 03036898     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9469.00109     Document Type: Article
Times cited : (49)

References (26)
  • 1
    • 84986833274 scopus 로고
    • Determining the bandwidth of a kernel spectrum estimate
    • Beltrào, K. I. & Bloomfield, P (1987). Determining the bandwidth of a kernel spectrum estimate. J. Time Ser. Anal. 8, 21-36.
    • (1987) J. Time Ser. Anal. , vol.8 , pp. 21-36
    • Beltrào, K.I.1    Bloomfield, P.2
  • 4
    • 84936916896 scopus 로고
    • Robust locally weighted regression and smoothing scatterplots
    • Cleveland, W. S. (1979). Robust locally weighted regression and smoothing scatterplots. J. Amer. Statist. Assoc. 74, 829-836.
    • (1979) J. Amer. Statist. Assoc. , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 5
    • 0039300306 scopus 로고
    • Estimation of the innovation variance of a stationary time series
    • Davis, H. T. and Jones, R. H. (1968). Estimation of the innovation variance of a stationary time series. J. Amer. Statist. Assoc. 63, 141-149.
    • (1968) J. Amer. Statist. Assoc. , vol.63 , pp. 141-149
    • Davis, H.T.1    Jones, R.H.2
  • 6
    • 84950423285 scopus 로고
    • Design-adaptive nonparametric regression
    • Fan, J. (1992). Design-adaptive nonparametric regression. J. Amer. Statist. Assoc. 87, 998-1004.
    • (1992) J. Amer. Statist. Assoc. , vol.87 , pp. 998-1004
    • Fan, J.1
  • 7
    • 84950447968 scopus 로고
    • Local polynomial kernel regression for generalized linear models and quasi-likelihood functions
    • Fan, J., Heckman, N. E. & Wand, M. P. (1995). Local polynomial kernel regression for generalized linear models and quasi-likelihood functions. J. Amer. Statist. Assoc. 90, 141-150.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , pp. 141-150
    • Fan, J.1    Heckman, N.E.2    Wand, M.P.3
  • 8
    • 0000887734 scopus 로고
    • Data-driven bandwidth selection in local polynomial fitting:Variable bandwidth and spatial adaptation
    • Fan, J. & Gijbels, I. (1995). Data-driven bandwidth selection in local polynomial fitting:variable bandwidth and spatial adaptation. J. Roy. Statist. Soc. Sci: B 57, 349-350.
    • (1995) J. Roy. Statist. Soc. Sci: B , vol.57 , pp. 349-350
    • Fan, J.1    Gijbels, I.2
  • 10
    • 0000627534 scopus 로고
    • On bootstrapping kernel spectral estimates
    • Franke, J. & Härdle, W. (1992). On bootstrapping kernel spectral estimates. Ann. Statist. 20, 121-145.
    • (1992) Ann. Statist. , vol.20 , pp. 121-145
    • Franke, J.1    Härdle, W.2
  • 11
    • 84972525897 scopus 로고
    • Local regression: Automatic kernel carpentry
    • Hastie, T. & Loader, C. (1993). Local regression: automatic kernel carpentry (with discussion). Statist. Sci. 8, 120-143.
    • (1993) Statist. Sci. , vol.8 , pp. 120-143
    • Hastie, T.1    Loader, C.2
  • 12
    • 84981466851 scopus 로고
    • Cross-validatory choice of a spectral estimate and its connections with AIC
    • Hurvich, C. M. & Beltrào, K. I. (1990). Cross-validatory choice of a spectral estimate and its connections with AIC. J. Time Ser. Anal. 11, 121-137.
    • (1990) J. Time Ser. Anal. , vol.11 , pp. 121-137
    • Hurvich, C.M.1    Beltrào, K.I.2
  • 13
    • 0031326265 scopus 로고    scopus 로고
    • A variation on local linear regression
    • Jones, M. C. (1997). A variation on local linear regression. Statist. Sinica 7, 1171-1180.
    • (1997) Statist. Sinica , vol.7 , pp. 1171-1180
    • Jones, M.C.1
  • 14
    • 84981374726 scopus 로고
    • Logspline estimation of a possibly mixed spectral distribution
    • Kooperberg, C., Stone, C. J. & Truong, Y. K. (1995a). Logspline estimation of a possibly mixed spectral distribution. J. Time Ser. Anal 16, 359-389.
    • (1995) J. Time Ser. Anal , vol.16 , pp. 359-389
    • Kooperberg, C.1    Stone, C.J.2    Truong, Y.K.3
  • 15
    • 84981381065 scopus 로고
    • Rate of convergence for logspline spectral density estimation
    • Kooperberg, C., Stone, C. J. and Truong, Y. K. (1995b). Rate of convergence for logspline spectral density estimation. J. Time Ser. Anal. 16, 389-401.
    • (1995) J. Time Ser. Anal. , vol.16 , pp. 389-401
    • Kooperberg, C.1    Stone, C.J.2    Truong, Y.K.3
  • 16
    • 0001080408 scopus 로고
    • Weighted local regression and kernel methods for nonparametric curve fitting
    • Müller, H. G. (1987). Weighted local regression and kernel methods for nonparametric curve fitting. J. Amer. Statist. Assoc. 82, 231-238.
    • (1987) J. Amer. Statist. Assoc. , vol.82 , pp. 231-238
    • Müller, H.G.1
  • 17
    • 21144470709 scopus 로고
    • Weak convergence and adaptive peak estimation for spectral densities
    • Müller, H. G. & Prewitt, K. (1992). Weak convergence and adaptive peak estimation for spectral densities. Ann. Statist. 20, 1329-1349.
    • (1992) Ann. Statist. , vol.20 , pp. 1329-1349
    • Müller, H.G.1    Prewitt, K.2
  • 18
    • 0039892418 scopus 로고
    • A method for determining periods in time series
    • Newton, H. J. & Pagano, M. (1983). A method for determining periods in time series. J. Amer. Statist.Assoc. 78, 152-157.
    • (1983) J. Amer. Statist.Assoc. , vol.78 , pp. 152-157
    • Newton, H.J.1    Pagano, M.2
  • 19
    • 21344482069 scopus 로고
    • Nonparametric spectral density estimation using penalized Whittle likelihood
    • Pawitan, Y. & O'Sullivan, F. (1994). Nonparametric spectral density estimation using penalized Whittle likelihood. J. Amer. Statist. Assoc. 89, 600-610.
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 600-610
    • Pawitan, Y.1    O'Sullivan, F.2
  • 20
    • 0001282503 scopus 로고
    • A general resampling scheme for triangular arrays of a-mixing random variables with application to the problem of spectral density estimation
    • Politis, D. N. & Romano, J. P. (1992). A general resampling scheme for triangular arrays of a-mixing random variables with application to the problem of spectral density estimation. Ann. Statist. 20, 1985-2007.
    • (1992) Ann. Statist. , vol.20 , pp. 1985-2007
    • Politis, D.N.1    Romano, J.P.2
  • 22
    • 21844518517 scopus 로고
    • Multivariate weighted least squares regression
    • Ruppert, D. & Wand, M. P. (1994). Multivariate weighted least squares regression. Ann. Statist. 22, 1346-1370.
    • (1994) Ann. Statist. , vol.22 , pp. 1346-1370
    • Ruppert, D.1    Wand, M.P.2
  • 23
    • 0000388992 scopus 로고
    • Consistent nonparametric regression
    • Stone, C. J. (1977). Consistent nonparametric regression. Ann. Statist. 5, 595-645.
    • (1977) Ann. Statist. , vol.5 , pp. 595-645
    • Stone, C.J.1
  • 24
    • 0038864602 scopus 로고
    • The bootstrap applied to spectral density function estimation
    • Swanepoel, J. W. & van Wyk, J. W. J. (1986). The bootstrap applied to spectral density function estimation. Biometrika 73, 135-142.
    • (1986) Biometrika , vol.73 , pp. 135-142
    • Swanepoel, J.W.1    Van Wyk, J.W.J.2
  • 25
    • 84947382512 scopus 로고
    • Automatic smoothing of the log periodogram
    • Wahba, G. (1980). Automatic smoothing of the log periodogram. J. Amer. Statist. Assoc. 75, 122-132.
    • (1980) J. Amer. Statist. Assoc. , vol.75 , pp. 122-132
    • Wahba, G.1
  • 26
    • 0039462836 scopus 로고
    • Gaussian estimation in stationary time series
    • Whittle, P. (1962). Gaussian estimation in stationary time Series. Bull. Int. Statist. Inst. 39, 105-129.
    • (1962) Bull. Int. Statist. Inst. , vol.39 , pp. 105-129
    • Whittle, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.