메뉴 건너뛰기




Volumn 57, Issue 1, 2009, Pages 83-91

Data-driven spatio-temporal modeling using the integro-difference equation

Author keywords

Dynamic spatio temporal modeling; Expectation maximization (EM) algorithm; Integro difference equation (IDE); Maximum likelihood parameter estimation; State space

Indexed keywords

BLIND SOURCE SEPARATION; INTEGRODIFFERENTIAL EQUATIONS; MAXIMUM LIKELIHOOD; MAXIMUM LIKELIHOOD ESTIMATION; MAXIMUM PRINCIPLE; METAL ANALYSIS; OPTIMIZATION; PARAMETER ESTIMATION;

EID: 58649118208     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2008.2005091     Document Type: Article
Times cited : (40)

References (26)
  • 1
    • 0032422974 scopus 로고    scopus 로고
    • A process-convolution approach to modelling temperatures in the North Atlantic Ocean
    • D. Higdon, "A process-convolution approach to modelling temperatures in the North Atlantic Ocean," Environ. Ecol. Stat., vol. 5, pp. 173-190, 1998.
    • (1998) Environ. Ecol. Stat , vol.5 , pp. 173-190
    • Higdon, D.1
  • 2
    • 1342303479 scopus 로고    scopus 로고
    • Fully Bayesian spatio-temporal modeling of fMRI data
    • M. W. Woolrich, M. Jenkinson, J. M. Brady, and S. M. Smith, "Fully Bayesian spatio-temporal modeling of fMRI data," IEEE Trans. Med. Imag., vol. 23, no. 2, pp. 213-226, 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.2 , pp. 213-226
    • Woolrich, M.W.1    Jenkinson, M.2    Brady, J.M.3    Smith, S.M.4
  • 3
    • 0342980280 scopus 로고    scopus 로고
    • Spatial interaction between the truck flows through the Mexico-Texas border
    • R. A. Garrido, "Spatial interaction between the truck flows through the Mexico-Texas border," Transp. Res. Part A, vol. 34, pp. 23-33, 2000.
    • (2000) Transp. Res. Part A , vol.34 , pp. 23-33
    • Garrido, R.A.1
  • 7
    • 23844472403 scopus 로고    scopus 로고
    • A formal test for nonstationarity of spatial stochastic processes
    • M. Fuentes, "A formal test for nonstationarity of spatial stochastic processes," J. Multivar. Anal., vol. 96, no. 1, pp. 1-218, 2005.
    • (2005) J. Multivar. Anal , vol.96 , Issue.1 , pp. 1-218
    • Fuentes, M.1
  • 8
    • 0035920781 scopus 로고    scopus 로고
    • Identification of coupled map lattice models of complex spatio-temporal patterns
    • D. Coca and S. A. Billings, "Identification of coupled map lattice models of complex spatio-temporal patterns," Phys. Lett. A, vol. 287, pp. 65-73, 2001.
    • (2001) Phys. Lett. A , vol.287 , pp. 65-73
    • Coca, D.1    Billings, S.A.2
  • 9
    • 0041733723 scopus 로고    scopus 로고
    • Analysis and reconstruction of stochastic coupled map lattice models
    • D. Coca and S. A. Billings, "Analysis and reconstruction of stochastic coupled map lattice models," Phys. Lett. A, vol. 315, pp. 61-75, 2003.
    • (2003) Phys. Lett. A , vol.315 , pp. 61-75
    • Coca, D.1    Billings, S.A.2
  • 11
    • 0018985164 scopus 로고
    • A three-stage iterative procedure for space-time modeling
    • P. E. Pfeifer and S. J. Deutsch, "A three-stage iterative procedure for space-time modeling," Technometrics, vol. 22, no. 1, pp. 35-47, 1980.
    • (1980) Technometrics , vol.22 , Issue.1 , pp. 35-47
    • Pfeifer, P.E.1    Deutsch, S.J.2
  • 12
    • 84950903921 scopus 로고
    • Estimation and identification of space-time ARMAX models in the presence of missing data
    • D. S. Stoffer, "Estimation and identification of space-time ARMAX models in the presence of missing data," J. Amer. Stat. Assoc., vol. 81, no. 395, pp. 762-772, 1986.
    • (1986) J. Amer. Stat. Assoc , vol.81 , Issue.395 , pp. 762-772
    • Stoffer, D.S.1
  • 13
    • 20444485821 scopus 로고    scopus 로고
    • Predictive spatio-temporal models for spatially sparse environmental data
    • X. de Luna and M. Genton, "Predictive spatio-temporal models for spatially sparse environmental data," Statistica Sinica, vol. 15, pp. 547-568, 2005.
    • (2005) Statistica Sinica , vol.15 , pp. 547-568
    • de Luna, X.1    Genton, M.2
  • 14
    • 35148859197 scopus 로고    scopus 로고
    • A canonical space-time state space model: State and parameter estimation
    • Oct
    • M. Dewar and V. Kadirkamanathan, "A canonical space-time state space model: State and parameter estimation," IEEE Trans. Signal Process. vol. 55, no. 10, pp. 4862-4870, Oct. 2007.
    • (2007) IEEE Trans. Signal Process , vol.55 , Issue.10 , pp. 4862-4870
    • Dewar, M.1    Kadirkamanathan, V.2
  • 15
    • 0030426365 scopus 로고    scopus 로고
    • Dispersal data and the spread of invading organisms
    • M. Kot, M. A. Lewis, and P. van den Driessche, "Dispersal data and the spread of invading organisms," Ecology, vol. 77, no. 7, pp. 2027-2042, 1996.
    • (1996) Ecology , vol.77 , Issue.7 , pp. 2027-2042
    • Kot, M.1    Lewis, M.A.2    van den Driessche, P.3
  • 16
    • 0000414912 scopus 로고    scopus 로고
    • A dimension-reduced approach to space-time Kalman filtering
    • C. K. Wikle and N. Cressie, "A dimension-reduced approach to space-time Kalman filtering," Biometrika, vol. 86, no. 4, pp. 815-829, 1999.
    • (1999) Biometrika , vol.86 , Issue.4 , pp. 815-829
    • Wikle, C.K.1    Cressie, N.2
  • 18
    • 29144508557 scopus 로고    scopus 로고
    • A kernel based spatio temporal dynamical model for nowcasting weather radar reflectives
    • K. Xu, C. Wikle, and N. Fox, "A kernel based spatio temporal dynamical model for nowcasting weather radar reflectives," J. Amer. Stat. Assoc., vol. 100, no. 472, pp. 1133-1144, 2005.
    • (2005) J. Amer. Stat. Assoc , vol.100 , Issue.472 , pp. 1133-1144
    • Xu, K.1    Wikle, C.2    Fox, N.3
  • 19
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Stat. Soc. B, vol. 39, no. 1, pp. 1-38, 1977.
    • (1977) J. Roy. Stat. Soc. B , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 20
    • 84986753417 scopus 로고
    • An approach to time series smoothing and forecasting using the EM algorithm
    • R. H. Shumway and D. S. Stoffer, "An approach to time series smoothing and forecasting using the EM algorithm," J. Time Series Anal., vol. 3, no. 4, pp. 253-264, 1982.
    • (1982) J. Time Series Anal , vol.3 , Issue.4 , pp. 253-264
    • Shumway, R.H.1    Stoffer, D.S.2
  • 21
    • 23744482704 scopus 로고    scopus 로고
    • Robust maximum-likelihood estimation of multivariable dynamic systems
    • S. Gibson and B. Ninness, "Robust maximum-likelihood estimation of multivariable dynamic systems," Automatica, vol. 41, pp. 1667-1682, 2005.
    • (2005) Automatica , vol.41 , pp. 1667-1682
    • Gibson, S.1    Ninness, B.2
  • 22
    • 21644483999 scopus 로고
    • Maximum likelihood estimates of linear dynamic systems
    • H. E. Rauch, F. Tung, and C. T. Striebel, "Maximum likelihood estimates of linear dynamic systems," AIAA J., vol. 3, no. 8, pp. 1445-1450, 1965.
    • (1965) AIAA J , vol.3 , Issue.8 , pp. 1445-1450
    • Rauch, H.E.1    Tung, F.2    Striebel, C.T.3
  • 23
    • 1642398367 scopus 로고    scopus 로고
    • The space-time Kalman filter
    • A. H. El-Shaarawi and W. W. Piegorsch, Eds. New York: Wiley
    • N. Cressie and C. K. Wikle, "The space-time Kalman filter," in Encyclopedia of Environmetrics, A. H. El-Shaarawi and W. W. Piegorsch, Eds. New York: Wiley, 2002, vol. 4, pp. 2045-2049.
    • (2002) Encyclopedia of Environmetrics , vol.4 , pp. 2045-2049
    • Cressie, N.1    Wikle, C.K.2
  • 24
    • 37749002665 scopus 로고    scopus 로고
    • Bayesian inference for linear dynamic models with dirichlet process mixtures
    • Jan
    • F. Caron, M. Davy, A. Doucet, E. Duflos, and P. Vanheeghe, "Bayesian inference for linear dynamic models with dirichlet process mixtures," IEEE Trans. Signal Process., vol. 56, no. 1, pp. 71-84, Jan. 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.1 , pp. 71-84
    • Caron, F.1    Davy, M.2    Doucet, A.3    Duflos, E.4    Vanheeghe, P.5
  • 25
    • 0029476440 scopus 로고
    • Dispersal and pattern formation in a discrete-time predator-prey model
    • M. G. Neubert, M. Kot, and M. A. Lewis, "Dispersal and pattern formation in a discrete-time predator-prey model," Theoret. Populat. Biol., vol. 48, no. 1, pp. 7-43, 1995.
    • (1995) Theoret. Populat. Biol , vol.48 , Issue.1 , pp. 7-43
    • Neubert, M.G.1    Kot, M.2    Lewis, M.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.