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Volumn 5, Issue 4, 1998, Pages 297-316

Semi-parametric statistical approaches for space-time process prediction

Author keywords

ARMA model; Estimation; Spatial interpolation

Indexed keywords

INTERPOLATION; MODELING; SPATIOTEMPORAL ANALYSIS;

EID: 0032322116     PISSN: 13528505     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009670920927     Document Type: Article
Times cited : (20)

References (42)
  • 2
    • 0000913755 scopus 로고
    • Spatial interaction and the statistical analysis of lattice systems
    • Besag, J. (1974) Spatial interaction and the statistical analysis of lattice systems (with discussion). Journal of the Royal Statistical Society, Series B, 36, 192-236.
    • (1974) Journal of the Royal Statistical Society, Series B , vol.36 , pp. 192-236
    • Besag, J.1
  • 3
    • 0020969730 scopus 로고
    • Risk qualified maps of hydrogen ion concentration for the New York state area for 1966-1978
    • Bilonick, R.A. (1983) Risk qualified maps of hydrogen ion concentration for the New York state area for 1966-1978. Atmospheric Environment, 17, 2513-24.
    • (1983) Atmospheric Environment , vol.17 , pp. 2513-2524
    • Bilonick, R.A.1
  • 9
    • 0019633732 scopus 로고
    • Space-time ARMA modelling with contemporaneously correlated innovations
    • Deutsch, S.J. and Pfeifer, P.E. (1981) Space-time ARMA modelling with contemporaneously correlated innovations, Technometrics, 23(4), 401-9.
    • (1981) Technometrics , vol.23 , Issue.4 , pp. 401-409
    • Deutsch, S.J.1    Pfeifer, P.E.2
  • 11
    • 0002684932 scopus 로고
    • Kernel estimation of regression functions
    • T. Gasser and M. Rosenblatt (eds), Springer-Verlag, Heidelberg
    • Gasser, T. and Müller, H.G. (1979) Kernel estimation of regression functions, In Smoothing Techniques for Curve Estimation, T. Gasser and M. Rosenblatt (eds), Springer-Verlag, Heidelberg.
    • (1979) Smoothing Techniques for Curve Estimation
    • Gasser, T.1    Müller, H.G.2
  • 13
    • 0028590677 scopus 로고
    • A space-time analysis of ground-level ozone data
    • Guttorp, P., Meiring, W. and Sampson, P.D. (1994) A space-time analysis of ground-level ozone data, Environmetrics, 5, 241-54.
    • (1994) Environmetrics , vol.5 , pp. 241-254
    • Guttorp, P.1    Meiring, W.2    Sampson, P.D.3
  • 14
    • 70350342868 scopus 로고
    • Methods for estimating heterogeneous spatial covariance functions with environmental applications
    • G.P. Patil and C.R. Rao, (eds) Elsevier Science
    • Guttorp, P. and Sampson, P.D. (1994) Methods for estimating heterogeneous spatial covariance functions with environmental applications. In Handbook of Statistics, G.P. Patil and C.R. Rao, (eds) Elsevier Science, 12, 661-89.
    • (1994) Handbook of Statistics , vol.12 , pp. 661-689
    • Guttorp, P.1    Sampson, P.D.2
  • 16
    • 21344434511 scopus 로고
    • Local prediction of a spatio-temporal process with an application to wet sulfate deposition
    • Haas, T. C. (1995) Local prediction of a spatio-temporal process with an application to wet sulfate deposition. Journal of the American Statistical Association, 90(432), 1189-99.
    • (1995) Journal of the American Statistical Association , vol.90 , Issue.432 , pp. 1189-1199
    • Haas, T.C.1
  • 18
    • 0006395848 scopus 로고
    • Space time modelling in meteorology: A review
    • Haslett, J. (1989) Space time modelling in meteorology: a review. Bulletin of the I.S.I., 51, 229-46.
    • (1989) Bulletin of the I.S.I. , vol.51 , pp. 229-246
    • Haslett, J.1
  • 19
    • 0001917942 scopus 로고
    • Space-time modelling with long-memory dependence: Assessing Ireland's wind power resource
    • Haslett, J. and Raftery, A.E. (1989) Space-time modelling with long-memory dependence: assessing Ireland's wind power resource. Applied Statistics, 38, 1-21.
    • (1989) Applied Statistics , vol.38 , pp. 1-21
    • Haslett, J.1    Raftery, A.E.2
  • 22
    • 0030184050 scopus 로고    scopus 로고
    • Spatio-temporal prediction of snow water equivalent using the Kalman filter
    • Huang, H. and Cressie, N. (1996) Spatio-temporal prediction of snow water equivalent using the Kalman filter. Computational Statistics & Data Analysis, 22, 159-75.
    • (1996) Computational Statistics & Data Analysis , vol.22 , pp. 159-175
    • Huang, H.1    Cressie, N.2
  • 23
    • 84950461221 scopus 로고
    • Kriging and splines: An empirical comparison of their predictive performance in some applications
    • Laslett, G.M. (1994) Kriging and splines: an empirical comparison of their predictive performance in some applications. Journal of the American Statistical Association, 89(426), 391-409.
    • (1994) Journal of the American Statistical Association , vol.89 , Issue.426 , pp. 391-409
    • Laslett, G.M.1
  • 24
    • 6544289245 scopus 로고
    • Factorized models in spatial modeling
    • N.K. Bose, G.P. Patil and C.R. Rao (eds), North Holland, Amsterdam
    • Mardia, K.V. and Goodall, C.R. (1993a) Factorized models in spatial modeling. In Multivariate Environmental Statistics, N.K. Bose, G.P. Patil and C.R. Rao (eds), North Holland, Amsterdam.
    • (1993) Multivariate Environmental Statistics
    • Mardia, K.V.1    Goodall, C.R.2
  • 25
    • 0002572881 scopus 로고
    • Spatial-temporal analysis of multivariate environmental monitoring data
    • G.P. Patil and C.R. Rao, (eds) North Holland, Amsterdam
    • Mardia, K.V. and Goodall, C.R. (1993b) Spatial-temporal analysis of multivariate environmental monitoring data. In Multivariate Environmental Statistics, G.P. Patil and C.R. Rao, (eds) North Holland, Amsterdam, pp. 347-86.
    • (1993) Multivariate Environmental Statistics , pp. 347-386
    • Mardia, K.V.1    Goodall, C.R.2
  • 26
    • 0001873620 scopus 로고    scopus 로고
    • Kriging and splines with derivative information
    • Mardia, K.V., Kent, J.T., Goodall, C.R. and Little, J.A. (1996) Kriging and splines with derivative information. Biometrika, 83(1), 207-21.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 207-221
    • Mardia, K.V.1    Kent, J.T.2    Goodall, C.R.3    Little, J.A.4
  • 27
    • 0041181183 scopus 로고    scopus 로고
    • Spatial smoothing of geographically aggregated data, with application to the construction of incidence maps
    • Müller, H.G., Stadtmüller, U. and Tabnak, F. (1997) Spatial smoothing of geographically aggregated data, with application to the construction of incidence maps. Journal of the American Statistical Association, 92(437), 61-71.
    • (1997) Journal of the American Statistical Association , vol.92 , Issue.437 , pp. 61-71
    • Müller, H.G.1    Stadtmüller, U.2    Tabnak, F.3
  • 28
    • 0030336577 scopus 로고    scopus 로고
    • Nonlinear additive models for environmental time series, with applications to ground-level ozone data analysis
    • Niu, X.F. (1996) Nonlinear additive models for environmental time series, with applications to ground-level ozone data analysis. Journal of the American Statistical Association, 91(435), 1310-21.
    • (1996) Journal of the American Statistical Association , vol.91 , Issue.435 , pp. 1310-1321
    • Niu, X.F.1
  • 30
    • 0018985164 scopus 로고
    • A three-stage iterative procedure for space-time modelling
    • Pfeifer, P.E. and Deutsch, S.J. (1980a) A three-stage iterative procedure for space-time modelling. Technometrics, 22(1), 35-47.
    • (1980) Technometrics , vol.22 , Issue.1 , pp. 35-47
    • Pfeifer, P.E.1    Deutsch, S.J.2
  • 31
    • 0019045734 scopus 로고
    • Identification and interpretation of first order space-time ARMA models
    • Pfeifer, P.E. and Deutsch, S.J. (1980b) Identification and interpretation of first order space-time ARMA models, Technometrics, 22(4), 397-408.
    • (1980) Technometrics , vol.22 , Issue.4 , pp. 397-408
    • Pfeifer, P.E.1    Deutsch, S.J.2
  • 32
    • 0027832734 scopus 로고
    • A simple description of spatial-temporal processes
    • Posa, D. (1993) A simple description of spatial-temporal processes. Computational Statistics & Data Analysis, 15, 425-37.
    • (1993) Computational Statistics & Data Analysis , vol.15 , pp. 425-437
    • Posa, D.1
  • 33
    • 0001069429 scopus 로고
    • Multivariate geostatistical approach to space-time data analysis
    • Rouhani, S. and Wackernagel, H. (1990) Multivariate geostatistical approach to space-time data analysis. Water Resources Research, 26, 585-91.
    • (1990) Water Resources Research , vol.26 , pp. 585-591
    • Rouhani, S.1    Wackernagel, H.2
  • 34
    • 0000832522 scopus 로고
    • Nonparametric estimation of nonstationary spatial covariance structure
    • Sampson, P.D. and Guttorp, P. (1992) Nonparametric estimation of nonstationary spatial covariance structure. Journal of the American Statistical Association, 87(417), 108-19.
    • (1992) Journal of the American Statistical Association , vol.87 , Issue.417 , pp. 108-119
    • Sampson, P.D.1    Guttorp, P.2
  • 35
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecasting using the EM algorithm
    • Shumway, R.H. and Stoffer, D.S. (1982) An approach to time series smoothing and forecasting using the EM algorithm. Journal of Time Series Analysis, 3, 253-64.
    • (1982) Journal of Time Series Analysis , vol.3 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 36
    • 0022909320 scopus 로고
    • A simple model for spatial-temporal processes
    • Stein, M. (1986) A simple model for spatial-temporal processes. Water Resources Weather Review, 22, 2107-10.
    • (1986) Water Resources Weather Review , vol.22 , pp. 2107-2110
    • Stein, M.1
  • 41
    • 0041117406 scopus 로고
    • A comparison of kriging with nonparametric regression methods
    • Yakowitz, S.J. and Szidaroyszky, F. (1985) A comparison of kriging with nonparametric regression methods. Journal of Multivariate Analysis, 16, 21-53.
    • (1985) Journal of Multivariate Analysis , vol.16 , pp. 21-53
    • Yakowitz, S.J.1    Szidaroyszky, F.2
  • 42
    • 38249005609 scopus 로고
    • Kernel approximations for universal kriging predictors
    • Zhang, B. and Stein, M. (1993) Kernel approximations for universal kriging predictors. Journal of Multivariate Analysis, 44, 286-313.
    • (1993) Journal of Multivariate Analysis , vol.44 , pp. 286-313
    • Zhang, B.1    Stein, M.2


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