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Volumn 15, Issue 1, 2006, Pages 1-17

Robust Markov chain Monte Carlo methods for spatial generalized linear mixed models

Author keywords

Parameterization; Spatial statistics

Indexed keywords


EID: 33645558077     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186006X100470     Document Type: Article
Times cited : (90)

References (28)
  • 1
    • 0040836224 scopus 로고
    • Comment on "representations of knowledge in complex systems" by U. Grenander and M. I. Miller
    • Besag, J. E., (1994), Comment on "Representations of Knowledge in Complex Systems" by U. Grenander and M. I. Miller, Journal of the Royal Statistical Society, Series B, 56, 591-592.
    • (1994) Journal of the Royal Statistical Society, Series B , vol.56 , pp. 591-592
    • Besag, J.E.1
  • 2
    • 0002609888 scopus 로고    scopus 로고
    • Posterior simulation and bayes factors in panel count data models
    • Chib, S., Greenberg, E., and Winkelmann, R. (1998), "Posterior Simulation and Bayes Factors in Panel Count Data Models," Journal of Econometrics, 86, 33-54.
    • (1998) Journal of Econometrics , vol.86 , pp. 33-54
    • Chib, S.1    Greenberg, E.2    Winkelmann, R.3
  • 5
    • 16244366582 scopus 로고    scopus 로고
    • GeoRglm - A package for generalised linear spatial models
    • Christensen, O. F., and Ribeiro Jr., P. J. (2002), "geoRglm - A Package for Generalised Linear Spatial Models," R News, 2, 26-28. Available online at http://cran.r-project.org/doc/Rnews.
    • (2002) R News , vol.2 , pp. 26-28
    • Christensen, O.F.1    Ribeiro Jr., P.J.2
  • 6
    • 0035989805 scopus 로고    scopus 로고
    • Bayesian prediction of spatial count data using generalized linear mixed models
    • Christensen, O. F., and Waagepetersen, R. P. (2002), "Bayesian Prediction of Spatial Count Data Using Generalized Linear Mixed Models," Biometrics, 58, 280-286.
    • (2002) Biometrics , vol.58 , pp. 280-286
    • Christensen, O.F.1    Waagepetersen, R.P.2
  • 7
    • 0009527677 scopus 로고    scopus 로고
    • Geometric ergodicity of metropolis hastings algorithms for conditional simulation in generalised linear mixed models
    • Christensen, O. F., Møller, J., and Waagepetersen, R. (2001), "Geometric Ergodicity of Metropolis Hastings Algorithms for Conditional Simulation in Generalised Linear Mixed Models," Methodology and Computing in Applied Probability, 3, 309-327.
    • (2001) Methodology and Computing in Applied Probability , vol.3 , pp. 309-327
    • Christensen, O.F.1    Møller, J.2    Waagepetersen, R.3
  • 8
    • 0012090082 scopus 로고    scopus 로고
    • Geostatistical snalysis of residual contamination from nuclear weapons testing
    • eds. V. Barnet and K. F. Turkman, Chichester: Wiley
    • Diggle, P. J., Harper, L., and Simon, S. L. (1997), "Geostatistical Snalysis of Residual Contamination from Nuclear Weapons Testing," in Statistics for the Environment 3: Pollution Assesment and Control, eds. V. Barnet and K. F. Turkman, Chichester: Wiley, pp. 89-107.
    • (1997) Statistics for the Environment 3: Pollution Assesment and Control , pp. 89-107
    • Diggle, P.J.1    Harper, L.2    Simon, S.L.3
  • 9
    • 0036408271 scopus 로고    scopus 로고
    • Childhood malaria in the Gambia: A case-study in model-based geostatistics
    • Diggle, P. J., Moyeed, R. A., Rowlingson, B., and Thomson, M. (2002), "Childhood Malaria in the Gambia: A Case-Study in Model-Based Geostatistics," Applied Statistics, 51, 493-506.
    • (2002) Applied Statistics , vol.51 , pp. 493-506
    • Diggle, P.J.1    Moyeed, R.A.2    Rowlingson, B.3    Thomson, M.4
  • 11
    • 0040843494 scopus 로고    scopus 로고
    • Model-based geostatistics" (with discussion)
    • Diggle, P. J., Tawn, J. A., and Moyeed, R. A. (1998), "Model-Based Geostatistics" (with discussion), Applied Statistics, 47, 299-350.
    • (1998) Applied Statistics , vol.47 , pp. 299-350
    • Diggle, P.J.1    Tawn, J.A.2    Moyeed, R.A.3
  • 12
    • 0000954353 scopus 로고    scopus 로고
    • Efficient metropolis jumping rules
    • eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, A. F. M. Smith, Cambridge, MA: Oxford University Press
    • Gelman, A., Roberts, G. O., and Gilks, W. R. (1996), "Efficient Metropolis Jumping Rules," in Bayesian Statistics 5, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, A. F. M. Smith, Cambridge, MA: Oxford University Press, pp. 599-608.
    • (1996) Bayesian Statistics , vol.5 , pp. 599-608
    • Gelman, A.1    Roberts, G.O.2    Gilks, W.R.3
  • 13
    • 0001422227 scopus 로고
    • Parameterization issues in bayesian inference
    • eds. J. M. Bernardo, J. O. Berger, A. P., and A. F. M. Smith, Cambridge, MA: Oxford University Press
    • Hills, S. E., and Smith, A. F. M. (1992), "Parameterization Issues in Bayesian Inference," in Bayesian Statistics 4, eds. J. M. Bernardo, J. O. Berger, A. P., and A. F. M. Smith, Cambridge, MA: Oxford University Press, pp. 227-246.
    • (1992) Bayesian Statistics , vol.4 , pp. 227-246
    • Hills, S.E.1    Smith, A.F.M.2
  • 14
    • 4644300141 scopus 로고    scopus 로고
    • Bayesian Markov chain Monte Carlo sequence analysis reveals varying neutral substitution patterns in mammalian evolution
    • Hwang, D., and Green, P. (2004), "Bayesian Markov Chain Monte Carlo Sequence Analysis Reveals Varying Neutral Substitution Patterns in Mammalian Evolution," PNAS, 101.13994-14001.
    • (2004) PNAS , vol.101 , pp. 13994-14001
    • Hwang, D.1    Green, P.2
  • 15
    • 0036900109 scopus 로고    scopus 로고
    • On block updating in Markov random field models for disease mapping
    • Knorr-Held, L., and Rue, H. (2002), "On Block Updating in Markov Random Field Models for Disease Mapping, Scandinavian Journal of Statistics, 29, 597-614.
    • (2002) Scandinavian Journal of Statistics , vol.29 , pp. 597-614
    • Knorr-Held, L.1    Rue, H.2
  • 17
    • 2442627902 scopus 로고    scopus 로고
    • Non-centered parameterisations for hierarchical models and data augmentation
    • eds. J. M. Bernardo, S. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West, Cambridge, MA: Oxford University Press
    • Papaspiliopoulos, O., Roberts, G. O., and Sköld, M. (2003), "Non-centered Parameterisations for Hierarchical Models and Data Augmentation," in Bayesian Statistics 7, eds. J. M. Bernardo, S. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith, and M. West, Cambridge, MA: Oxford University Press, pp. 307-326.
    • (2003) Bayesian Statistics , vol.7 , pp. 307-326
    • Papaspiliopoulos, O.1    Roberts, G.O.2    Sköld, M.3
  • 19
    • 0013037129 scopus 로고    scopus 로고
    • Optimal scaling for various metropolis-hastings algorithms
    • _ (2001), "Optimal Scaling for Various Metropolis-Hastings Algorithms," Statistical Science, 16, 351-367.
    • (2001) Statistical Science , vol.16 , pp. 351-367
  • 20
    • 85132364916 scopus 로고    scopus 로고
    • Exponential convergence of langevin diffusions and their discrete approximations
    • Roberts, G. O., and Tweedie, R. L. (1996), "Exponential Convergence of Langevin Diffusions and their Discrete Approximations," Bernoulli, 2, 341-363.
    • (1996) Bernoulli , vol.2 , pp. 341-363
    • Roberts, G.O.1    Tweedie, R.L.2
  • 21
    • 33645577137 scopus 로고    scopus 로고
    • 2007 Berlin: Springer Verlag, (to appear)
    • _ (2007), Understanding MCMC, Berlin: Springer Verlag, (to appear).
    • Understanding MCMC
  • 25
    • 84977786486 scopus 로고    scopus 로고
    • Spatial modelling of count data: A case study in modelling breeding bird survey data on large spatial domains
    • eds. A.B. Lawson and D. Denison, Boca Raton, FL: Chapman and Hall/CRC
    • Wikle, C. K. (2002), "Spatial Modelling of Count Data: A Case Study in Modelling Breeding Bird Survey Data on Large Spatial Domains," Spatial Cluster Modelling, eds. A.B. Lawson and D. Denison, Boca Raton, FL: Chapman and Hall/CRC, pp. 199-209.
    • (2002) Spatial Cluster Modelling , pp. 199-209
    • Wikle, C.K.1
  • 26
    • 0036188841 scopus 로고    scopus 로고
    • On estimation and prediction for spatial generalised linear mixed models
    • Zhang, H. (2002), "On Estimation and Prediction for Spatial Generalised Linear Mixed Models," Biometrics, 58, 129-136.
    • (2002) Biometrics , vol.58 , pp. 129-136
    • Zhang, H.1
  • 27
    • 0141907304 scopus 로고    scopus 로고
    • Optimal interpolation and the effectiveness of cross-validating variogram in spatial generalised linear mixed models
    • _ (2003), "Optimal Interpolation and the Effectiveness of Cross-Validating Variogram in Spatial Generalised Linear Mixed Models," Journal of Computational and Graphical Statistics, 12, 698-713.
    • (2003) Journal of Computational and Graphical Statistics , vol.12 , pp. 698-713
  • 28
    • 2142734871 scopus 로고    scopus 로고
    • Inconsistent estimation and asymptotically equal interpolations in model-based geostatistics
    • _ (2004), "Inconsistent Estimation and Asymptotically Equal Interpolations in Model-Based Geostatistics," Journal of the American Statistical Association, 99, 250-261.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 250-261


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