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Volumn 13, Issue 2, 2003, Pages 111-119

Estimating likelihoods for spatio-temporal models using importance sampling

Author keywords

Importance sampling; Incomplete observations; Likelihood estimation; Markov chain Monte Carlo; Spatio temporal stochastic process; Stochastic integration

Indexed keywords


EID: 0347724154     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023200324137     Document Type: Article
Times cited : (9)

References (13)
  • 1
    • 0030539336 scopus 로고    scopus 로고
    • Markov chain Monte Carlo convergence diagnostics: A comparative review
    • Cowles M.K. and Carlin B.P. 1996. Markov chain Monte Carlo convergence diagnostics: A comparative review. Journal of the American Statistical Society 91: 883-904.
    • (1996) Journal of the American Statistical Society , vol.91 , pp. 883-904
    • Cowles, M.K.1    Carlin, B.P.2
  • 2
    • 0032578985 scopus 로고    scopus 로고
    • Studying and approximating spatio-temporal models for epidemic spread and control
    • Filipe J.A.N. and Gibson G.J. 1998. Studying and approximating spatio-temporal models for epidemic spread and control. Philiosophical Transactions Royal Society London B 353: 2153-2162.
    • (1998) Philiosophical Transactions Royal Society London B , vol.353 , pp. 2153-2162
    • Filipe, J.A.N.1    Gibson, G.J.2
  • 3
    • 0001125471 scopus 로고    scopus 로고
    • Investigating mechanisms of spatio-temporal epidemic spread using stochastic models
    • Gibson G.J. 1997a. Investigating mechanisms of spatio-temporal epidemic spread using stochastic models. Phytopathology 87: 138-146.
    • (1997) Phytopathology , vol.87 , pp. 138-146
    • Gibson, G.J.1
  • 4
    • 0039377949 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo methods for fitting and testing spatio-temporal stochastic models in plant epidemiology
    • Gibson G.J. 1997b. Markov Chain Monte Carlo methods for fitting and testing spatio-temporal stochastic models in plant epidemiology. Applied Statistics 46: 215-233.
    • (1997) Applied Statistics , vol.46 , pp. 215-233
    • Gibson, G.J.1
  • 5
    • 0029661772 scopus 로고    scopus 로고
    • Fitting and testing spatio-temporal stochastic models with application in plant epidemiology
    • Gibson G.J. and Austin E.J. 1996. Fitting and testing spatio-temporal stochastic models with application in plant epidemiology. Plant Pathology 45: 172-184.
    • (1996) Plant Pathology , vol.45 , pp. 172-184
    • Gibson, G.J.1    Austin, E.J.2
  • 6
    • 0041377721 scopus 로고    scopus 로고
    • Likelihood estimation for stochastic compartmental models using Markov chain methods
    • Gibson G.J. and Renshaw E. 2001. Likelihood estimation for stochastic compartmental models using Markov chain methods. Statistics and Computing 11: 335-346.
    • (2001) Statistics and Computing , vol.11 , pp. 335-346
    • Gibson, G.J.1    Renshaw, E.2
  • 7
    • 0033017513 scopus 로고    scopus 로고
    • Examination of the effect of aphid vector population composition on the spatial dynamics of citrus tristeza virus spread via stochastic modelling
    • Gottwald T.R., Gibson G.J., Garnsey S.M., and Irey M. 1999. Examination of the effect of aphid vector population composition on the spatial dynamics of citrus tristeza virus spread via stochastic modelling. Phytopathology 89: 603-608.
    • (1999) Phytopathology , vol.89 , pp. 603-608
    • Gottwald, T.R.1    Gibson, G.J.2    Garnsey, S.M.3    Irey, M.4
  • 10
    • 0005193926 scopus 로고    scopus 로고
    • Exact sampling with coupled Markov chains and application to statistical mechanis
    • Propp J.G. and Wilson D.B. 1996. Exact sampling with coupled Markov chains and application to statistical mechanis. Random Structures Algorithms 9: 223-252.
    • (1996) Random Structures Algorithms , vol.9 , pp. 223-252
    • Propp, J.G.1    Wilson, D.B.2
  • 11
    • 0028808395 scopus 로고
    • Using spatio-temporal chaos and intermediate-scale determinism to quantify spatially-extended ecosystems
    • Rand D.A. and Wilson H.B. 1995. Using spatio-temporal chaos and intermediate-scale determinism to quantify spatially-extended ecosystems. Proceedings Royal Society London B 259: 111-117.
    • (1995) Proceedings Royal Society London B , vol.259 , pp. 111-117
    • Rand, D.A.1    Wilson, H.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.