메뉴 건너뛰기




Volumn 21, Issue 3, 2000, Pages 281-296

Fast filtering and smoothing for multivariate state space models

Author keywords

Diffuse initialization; Kalman filter; Multivariate models; Smoothing; State space; Time series; Vector cubic splines

Indexed keywords


EID: 0008617716     PISSN: 01439782     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9892.00186     Document Type: Article
Times cited : (99)

References (24)
  • 2
    • 0001707631 scopus 로고
    • Estimation, filtering and smoothing in state space models with incompletely specified initial conditions
    • ANSLEY, C. F. and KOHN, R. (1985). Estimation, filtering and smoothing in state space models with incompletely specified initial conditions. Ann. Stat. 13, 1286-316.
    • (1985) Ann. Stat. , vol.13 , pp. 1286-1316
    • Ansley, C.F.1    Kohn, R.2
  • 3
    • 84981467117 scopus 로고
    • Filtering and smoothing in state space models with partially diffuse initial conditions
    • _ and _ (1990). Filtering and smoothing in state space models with partially diffuse initial conditions. J. Time Ser. Anal. 11, 275-93.
    • (1990) J. Time Ser. Anal. , vol.11 , pp. 275-293
  • 4
    • 84981374650 scopus 로고
    • Initializing the Kalman filter for nonstationary time series models
    • BELL, W. and HILLMER, S. (1991). Initializing the Kalman filter for nonstationary time series models. J. Time Ser. Anal. 12, 283-300.
    • (1991) J. Time Ser. Anal. , vol.12 , pp. 283-300
    • Bell, W.1    Hillmer, S.2
  • 5
    • 0000984609 scopus 로고
    • Linear dynamic regression from the viewpoint of regression analysis
    • DUNCAN, D. B. and HORN, S. D. (1972). Linear dynamic regression from the viewpoint of regression analysis. J. Am. Stat. Assoc. 67, 815-21.
    • (1972) J. Am. Stat. Assoc. , vol.67 , pp. 815-821
    • Duncan, D.B.1    Horn, S.D.2
  • 7
    • 0026142441 scopus 로고
    • Nonparametric fixed-interval smoothing with vector splines
    • FESSLER, J. A. (1991). Nonparametric fixed-interval smoothing with vector splines. IEEE Trans. Signal Process 39, 852-59.
    • (1991) IEEE Trans. Signal Process , vol.39 , pp. 852-859
    • Fessler, J.A.1
  • 9
    • 0001308047 scopus 로고
    • The effects of seat belt legislation on British road casualties: A case study in structural time series modelling
    • _ and DURBIN, J. (1986). The effects of seat belt legislation on British road casualties: a case study in structural time series modelling (with discussion). J. R. Stat. Soc. A 149, 187-227.
    • (1986) J. R. Stat. Soc. A , vol.149 , pp. 187-227
    • Durbin, J.1
  • 11
    • 0031501452 scopus 로고    scopus 로고
    • The components of bid-ask spread: A general approach
    • HUANG, R. and STOLL, H. (1997). The components of bid-ask spread: a general approach. Rev. Financ. Stud. 10, 995-1034.
    • (1997) Rev. Financ. Stud. , vol.10 , pp. 995-1034
    • Huang, R.1    Stoll, H.2
  • 12
    • 0013532109 scopus 로고
    • A cross validation filter for time series models
    • DE JONG, P. (1988). A cross validation filter for time series models. Biometrika 75, 594-600.
    • (1988) Biometrika , vol.75 , pp. 594-600
    • De Jong, P.1
  • 13
    • 0000785218 scopus 로고
    • The diffuse Kalman filter
    • _ (1991). The diffuse Kalman filter. Ann. Stat. 19, 1073-83.
    • (1991) Ann. Stat. , vol.19 , pp. 1073-1083
  • 14
    • 0002658412 scopus 로고
    • A fast algorithm for signal extraction, influence and cross-validation in state space models
    • KOHN, R. and ANSLEY, C. F. (1989). A fast algorithm for signal extraction, influence and cross-validation in state space models. Biometrika 76, 65-79.
    • (1989) Biometrika , vol.76 , pp. 65-79
    • Kohn, R.1    Ansley, C.F.2
  • 15
    • 77957888330 scopus 로고
    • Disturbance smoother for state space models
    • KOOPMAN, S. J. (1993). Disturbance smoother for state space models. Biometrika 80, 117-26.
    • (1993) Biometrika , vol.80 , pp. 117-126
    • Koopman, S.J.1
  • 16
    • 0031319753 scopus 로고    scopus 로고
    • Exact initial Kalman filtering and smoothing for nonstationary time series models
    • _ (1997). Exact initial Kalman filtering and smoothing for nonstationary time series models. J. Am. Stat. Assoc. 92, 1630-38.
    • (1997) J. Am. Stat. Assoc. , vol.92 , pp. 1630-1638
  • 17
    • 85007226618 scopus 로고    scopus 로고
    • Kalman filtering and smoothing
    • (eds P. Armitage and T. Colton). Chichester: Wiley
    • _ (1998). Kalman filtering and smoothing. In The Encyclopedia of Biostatistics (eds P. Armitage and T. Colton). Chichester: Wiley.
    • (1998) The Encyclopedia of Biostatistics
  • 20
    • 0008694769 scopus 로고
    • Exact score for time series model in state space form
    • _ and SHEPHARD, N. (1992). Exact score for time series model in state space form. Biometrika, 79, 823-26.
    • (1992) Biometrika , vol.79 , pp. 823-826
    • Shephard, N.1
  • 22
    • 0010937551 scopus 로고    scopus 로고
    • Initialization of the Kalman filter with partially diffuse initial conditions
    • SNYDER, R. D. and SALIGARI, G. R. (1996). Initialization of the Kalman filter with partially diffuse initial conditions. J. Time Ser. Anal. 17, 409-24.
    • (1996) J. Time Ser. Anal. , vol.17 , pp. 409-424
    • Snyder, R.D.1    Saligari, G.R.2
  • 23
    • 0002373997 scopus 로고
    • The signal extraction approach to nonlinear regression and spline smoothing
    • WECKER, W. E. and ANSLEY, C. F. (1983). The signal extraction approach to nonlinear regression and spline smoothing. J. Am. Stat. Assoc. 78, 81-89.
    • (1983) J. Am. Stat. Assoc. , vol.78 , pp. 81-89
    • Wecker, W.E.1    Ansley, C.F.2
  • 24
    • 0001460390 scopus 로고    scopus 로고
    • Vector generalized additive models
    • YEE, T. W. and WILD, C. J. (1996). Vector generalized additive models. J. R. Stat. Soc. B 58, 481-93.
    • (1996) J. R. Stat. Soc. B , vol.58 , pp. 481-493
    • Yee, T.W.A.1    Wild, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.