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Volumn 12, Issue 1, 2003, Pages 61-78

Dynamic models for space-time prediction via Karhunen-Loève expansion

Author keywords

ARIMA models; Dynamic linear model; Kalman filter; Karhunen Lo ve expansion; Kriging

Indexed keywords


EID: 28944447143     PISSN: 16182510     EISSN: 1613981X     Source Type: Journal    
DOI: 10.1007/BF02511584     Document Type: Article
Times cited : (7)

References (31)
  • 1
    • 0005171194 scopus 로고
    • Integral equation representation for factor analysis
    • Buell CE (1972) Integral equation representation for factor analysis. J. Atmosph. Sci. 28, 1502-1505
    • (1972) J. Atmosph. Sci. , vol.28 , pp. 1502-1505
    • Buell, C.E.1
  • 2
    • 0038138214 scopus 로고
    • Regression on a random field
    • Cohen A, Jones RH (1969) Regression on a random field. JASA 64, 1172-1182
    • (1969) JASA , vol.64 , pp. 1172-1182
    • Cohen, A.1    Jones, R.H.2
  • 5
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data via the EM algorithm. JRSS serie B, 39, 1-38
    • (1977) JRSS serie B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 9
    • 0030184050 scopus 로고    scopus 로고
    • Spatio-temporal prediction of snow water equivalent using the Kalman filter
    • Huang H-C, Cressie N (1996) Spatio-temporal prediction of snow water equivalent using the Kalman filter. Computational Statistics and Data Analysis 22, 159-175
    • (1996) Computational Statistics and Data Analysis , vol.22 , pp. 159-175
    • Huang, H.-C.1    Cressie, N.2
  • 10
    • 0001172599 scopus 로고
    • Potential errors in the application of principal component (Eigenvector) analysis to geophysical data
    • Karl T, Koscielny A, Diaz, H (1982) Potential errors in the application of principal component (Eigenvector) analysis to geophysical data. Journal of Applied Meteorology 21, 1183-1186
    • (1982) Journal of Applied Meteorology , vol.21 , pp. 1183-1186
    • Karl, T.1    Koscielny, A.2    Diaz, H.3
  • 11
    • 0022697970 scopus 로고
    • Parameter uncertainity in estimation of spatial functions: Bayesian analysis
    • Kitanidis P (1986) Parameter uncertainity in estimation of spatial functions: Bayesian analysis. Water Resource Research 22, 499-507
    • (1986) Water Resource Research , vol.22 , pp. 499-507
    • Kitanidis, P.1
  • 12
    • 84879142819 scopus 로고    scopus 로고
    • On-line spatio-temporal prediction by a state-space representation of the generalised space time autoregressive model
    • Ippoliti L (2001) On-line spatio-temporal prediction by a state-space representation of the generalised space time autoregressive model. Metron LIX, 1-2
    • (2001) Metron , vol.59 , pp. 1-2
    • Ippoliti, L.1
  • 13
    • 0345878103 scopus 로고    scopus 로고
    • Modelling and exploring multivariate spatial variation: A test procedure for isotropy of multivariate data
    • Jona-Lasinio G (2001) Modelling and exploring multivariate spatial variation: a test procedure for isotropy of multivariate data. Journal of Multivariate Analysis 27, (2): 295-317
    • (2001) Journal of Multivariate Analysis , vol.27 , Issue.2 , pp. 295-317
    • Jona-Lasinio, G.1
  • 19
  • 20
    • 0001390548 scopus 로고
    • Some developments in the use of empirical orthogonal functions for mapping meteorological fields
    • Obled C, Creutin JD (1986) Some developments in the use of empirical orthogonal functions for mapping meteorological fields. Journal of Climate and Applied meteorology 25, (9): 1189-1204
    • (1986) Journal of Climate and Applied meteorology , vol.25 , Issue.9 , pp. 1189-1204
    • Obled, C.1    Creutin, J.D.2
  • 21
    • 84879163940 scopus 로고
    • Analogies entre geostatistique et analyse en composantes principales de processus ou analyse EOFs
    • In: Geostatistics Vol. I, Armstrong M (eds.)
    • Obled C, Brand I (1989) Analogies entre geostatistique et analyse en composantes principales de processus ou analyse EOFs. In: Geostatistics Vol. I, Armstrong M (eds.) Kluwer Academic Publishers
    • (1989) Kluwer Academic Publishers
    • Obled, C.1    Brand, I.2
  • 23
    • 0018985164 scopus 로고
    • A three-stage iterative procedure for space-time modelling
    • Pfeifer PE, Deutsch SJ (1980) A three-stage iterative procedure for space-time modelling. Technometrics 22, 35-47
    • (1980) Technometrics , vol.22 , pp. 35-47
    • Pfeifer, P.E.1    Deutsch, S.J.2
  • 25
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecasting using the EM algorithm
    • Shumway RH, Stoffer DS (1982) An approach to time series smoothing and forecasting using the EM algorithm. Journal of Time Series Analysis 3, 253-264
    • (1982) Journal of Time Series Analysis , vol.3 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 26
    • 84950903921 scopus 로고
    • Estimation and identification of space-time Armax models in the presence of missing data
    • Stoffer DS (1986) Estimation and identification of space-time Armax models in the presence of missing data. JASA 81(395)
    • (1986) JASA , vol.81 , Issue.395
    • Stoffer, D.S.1
  • 27
    • 51649133815 scopus 로고
    • Maximum likelihood estimation of a generalised STAR(p, lp) model
    • Terzi S (1995) Maximum likelihood estimation of a generalised STAR(p, lp) model. Journal of the Italian Statistical Society 4(3)
    • (1995) Journal of the Italian Statistical Society , vol.4 , Issue.3
    • Terzi, S.1
  • 29
    • 84879162871 scopus 로고    scopus 로고
    • Tech. Report 2/1998, Dipartimento di Statistica-Universith Ca' Foscari di Venezia
    • Tonellato S (1998) Spatial prediction with space-time models. Tech. Report 2/1998, Dipartimento di Statistica-Universith Ca' Foscari di Venezia
    • (1998) Spatial prediction with space-time models
    • Tonellato, S.1
  • 31
    • 0000414912 scopus 로고    scopus 로고
    • A dimension approach to space-time Kalman filtering
    • Wikle K, Cressie N (1999) A dimension approach to space-time Kalman filtering. Biometrika 86, (4): 815-829
    • (1999) Biometrika , vol.86 , Issue.4 , pp. 815-829
    • Wikle, K.1    Cressie, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.