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Volumn 62, Issue 4, 2013, Pages 593-608

Locally adaptive spatial smoothing using conditional auto-regressive models

Author keywords

Conditional auto regressive priors; Disease mapping; Integrated nested Laplace approximations; Spatial correlation

Indexed keywords


EID: 84880318536     PISSN: 00359254     EISSN: 14679876     Source Type: Journal    
DOI: 10.1111/rssc.12009     Document Type: Article
Times cited : (60)

References (30)
  • 1
    • 0033482454 scopus 로고    scopus 로고
    • Bayesian analysis of agricultural field experiments (with discussion)
    • Besag, J. and Higdon, D. (1999) Bayesian analysis of agricultural field experiments (with discussion). J. R. Statist. Soc. B, 61, 691-746.
    • (1999) J. R. Statist. Soc. B , vol.61 , pp. 691-746
    • Besag, J.1    Higdon, D.2
  • 2
    • 28344449679 scopus 로고
    • Bayesian image restoration with two applications in spatial statistics
    • Besag, J., York, J. and Mollié, A. (1991) Bayesian image restoration with two applications in spatial statistics. Ann. Inst. Statist. Math., 43, 1-59.
    • (1991) Ann. Inst. Statist. Math. , vol.43 , pp. 1-59
    • Besag, J.1    York, J.2    Mollié, A.3
  • 5
  • 6
    • 84867086419 scopus 로고    scopus 로고
    • Prior distributions for variance parameters in hierarchical models
    • Gelman, A. (2006) Prior distributions for variance parameters in hierarchical models. Baysn Anal., 1, 515-533.
    • (2006) Baysn Anal. , vol.1 , pp. 515-533
    • Gelman, A.1
  • 7
    • 79955479019 scopus 로고    scopus 로고
    • Posterior and cross-validatory predictive checks: a comparison of MCMC and INLA
    • (eds T. Kneib and G. Tutz) - Berlin: Springer.
    • Held, L., Schrödle, B. and Rue, H. (2010) Posterior and cross-validatory predictive checks: a comparison of MCMC and INLA. InStatistical Modelling and Regression Structures (eds T. Kneib and G. Tutz), pp. 91-110. Berlin: Springer.
    • (2010) Statistical Modelling and Regression Structures , pp. 91-110
    • Held, L.1    Schrödle, B.2    Rue, H.3
  • 8
    • 79960981893 scopus 로고    scopus 로고
    • Adding spatially correlated errors can mess up the fixed effect you love
    • Hodges, J. and Reich, B. (2010) Adding spatially correlated errors can mess up the fixed effect you love. Am. Statistn, 64, 325-334.
    • (2010) Am. Statistn , vol.64 , pp. 325-334
    • Hodges, J.1    Reich, B.2
  • 9
    • 33846229616 scopus 로고    scopus 로고
    • Priorities for respiratory research in the UK
    • Holgate, S. (2007) Priorities for respiratory research in the UK. Thorax, 62, 5-7.
    • (2007) Thorax , vol.62 , pp. 5-7
    • Holgate, S.1
  • 10
    • 84871364959 scopus 로고    scopus 로고
    • Dimension reduction and alleviation of confounding for spatial generalized linear mixed models
    • Hughes, J. and Haran, M. (2013) Dimension reduction and alleviation of confounding for spatial generalized linear mixed models. J. R. Statist. Soc. B, 75, 139-159.
    • (2013) J. R. Statist. Soc. B , vol.75 , pp. 139-159
    • Hughes, J.1    Haran, M.2
  • 11
    • 0033794641 scopus 로고    scopus 로고
    • From fields to objects: a review of geographic boundary analysis
    • Jacquez, G., Maruca, S. and Fortin, M. (2000) From fields to objects: a review of geographic boundary analysis. J. Geogr. Syst., 2, 221-241.
    • (2000) J. Geogr. Syst. , vol.2 , pp. 221-241
    • Jacquez, G.1    Maruca, S.2    Fortin, M.3
  • 12
    • 1642602502 scopus 로고    scopus 로고
    • Bayesian detection of clusters and discontinuities in disease maps
    • Knorr-Held, L. and Raßer, G. (2000) Bayesian detection of clusters and discontinuities in disease maps. Biometrics, 56, 13-21.
    • (2000) Biometrics , vol.56 , pp. 13-21
    • Knorr-Held, L.1    Raßer, G.2
  • 13
    • 0004047518 scopus 로고    scopus 로고
    • 1st edn. New York: Oxford Uuniversity Press.
    • Lauritzen, S. (1996) Graphical Models, 1st edn. New York: Oxford Uuniversity Press.
    • (1996) Graphical Models
    • Lauritzen, S.1
  • 14
    • 79957685487 scopus 로고    scopus 로고
    • A comparison of conditional autoregressive models used in Bayesian disease mapping
    • Lee, D. (2011) A comparison of conditional autoregressive models used in Bayesian disease mapping. Spatl Spatio-temp. Epidem., 2, 79-89.
    • (2011) Spatl Spatio-temp. Epidem. , vol.2 , pp. 79-89
    • Lee, D.1
  • 15
    • 84863587190 scopus 로고    scopus 로고
    • Boundary detection in disease mapping studies
    • Lee, D. and Mitchell, R. (2012) Boundary detection in disease mapping studies. Biostatistics, 13, 415-426.
    • (2012) Biostatistics , vol.13 , pp. 415-426
    • Lee, D.1    Mitchell, R.2
  • 16
    • 0002206208 scopus 로고    scopus 로고
    • Estimation of disease rates in small areas: a new mixed model for spatial dependence
    • (eds M. Halloran and D. Berry) New York: Springer.
    • Leroux, B., Lei, X. and Breslow, N. (1999) Estimation of disease rates in small areas: a new mixed model for spatial dependence. InStatistical Models in Epidemiology, the Environment and Clinical Trials(eds M. Halloran and D. Berry), pp. 135-178. New York: Springer.
    • (1999) Statistical Models in Epidemiology, the Environment and Clinical Trials , pp. 135-178
    • Leroux, B.1    Lei, X.2    Breslow, N.3
  • 17
    • 79956310116 scopus 로고    scopus 로고
    • Mining boundary effects in areally referenced spatial data using the Bayesian Information Criterion
    • Li, P., Banerjee, S. and McBean, A. (2011) Mining boundary effects in areally referenced spatial data using the Bayesian Information Criterion. Geoinformatica, 15, 435-454.
    • (2011) Geoinformatica , vol.15 , pp. 435-454
    • Li, P.1    Banerjee, S.2    McBean, A.3
  • 18
    • 84867360156 scopus 로고    scopus 로고
    • Log Gaussian Cox processes and spatially aggregated disease incidence data
    • Li, Y., Brown, P., Cesink, D. and Rue, H. (2012) Log Gaussian Cox processes and spatially aggregated disease incidence data. Statist. Meth. Med. Res., 21, 479-507.
    • (2012) Statist. Meth. Med. Res. , vol.21 , pp. 479-507
    • Li, Y.1    Brown, P.2    Cesink, D.3    Rue, H.4
  • 20
    • 84880297421 scopus 로고    scopus 로고
    • Lung and Asthma Information Agency, Ethnic variations in lower respiratory disease. Technical Report. Public Health Sciences Department, St Georges Hospital Medical School.
    • Lung and Asthma Information Agency (2011) Ethnic variations in lower respiratory disease. Technical Report. Public Health Sciences Department, St Georges Hospital Medical School.
    • (2011)
  • 21
    • 77952980446 scopus 로고    scopus 로고
    • Hierarchical and joint site-edge methods for Medicare hospice service region boundary analysis
    • Ma, H., Carlin, B. and Banerjee, S. (2010) Hierarchical and joint site-edge methods for Medicare hospice service region boundary analysis. Biometrics, 66, 355-364.
    • (2010) Biometrics , vol.66 , pp. 355-364
    • Ma, H.1    Carlin, B.2    Banerjee, S.3
  • 22
    • 80051879144 scopus 로고    scopus 로고
    • Approximate Bayesian inference for survival models
    • Martino, S., Akerkar, R. and Rue, H. (2011) Approximate Bayesian inference for survival models. Scand. J. Statist., 38, 514-528.
    • (2011) Scand. J. Statist. , vol.38 , pp. 514-528
    • Martino, S.1    Akerkar, R.2    Rue, H.3
  • 23
    • 76549254593 scopus 로고
    • Notes on continuous stochastic phenomena
    • Moran, P. (1950) Notes on continuous stochastic phenomena. Biometrika, 37, 17-23.
    • (1950) Biometrika , vol.37 , pp. 17-23
    • Moran, P.1
  • 24
    • 77952814687 scopus 로고    scopus 로고
    • Bayesian bivariate meta-analysis of diagnostic test studies using integrated nested Laplace approximations
    • Paul, M., Riebler, A., Bachmann, L., Rue, H. and Held, L. (2010) Bayesian bivariate meta-analysis of diagnostic test studies using integrated nested Laplace approximations. Statist. Med., 29, 1325-1339.
    • (2010) Statist. Med. , vol.29 , pp. 1325-1339
    • Paul, M.1    Riebler, A.2    Bachmann, L.3    Rue, H.4    Held, L.5
  • 25
    • 33845478186 scopus 로고    scopus 로고
    • Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models
    • Reich, B., Hodges, J. and Zadnik, V. (2006) Effects of residual smoothing on the posterior of the fixed effects in disease-mapping models. Biometrics, 62, 1197-1206.
    • (2006) Biometrics , vol.62 , pp. 1197-1206
    • Reich, B.1    Hodges, J.2    Zadnik, V.3
  • 26
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion)
    • Rue, H., Martino, S. and Chopin, N. (2009) Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations (with discussion). J. R. Statist. Soc. B, 71, 319-392.
    • (2009) J. R. Statist. Soc. B , vol.71 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 27
    • 80052584942 scopus 로고    scopus 로고
    • Spatio-temporal disease mapping using INLA
    • Schrödle, B. and Held, L. (2011) Spatio-temporal disease mapping using INLA. Environmetrics, 22, 725-734.
    • (2011) Environmetrics , vol.22 , pp. 725-734
    • Schrödle, B.1    Held, L.2
  • 28
    • 79952214675 scopus 로고    scopus 로고
    • Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: a case-study
    • Schrödle, B., Held, L., Riebler, R. and Danuser, J. (2011) Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: a case-study. Appl. Statist., 60, 261-279.
    • (2011) Appl. Statist. , vol.60 , pp. 261-279
    • Schrödle, B.1    Held, L.2    Riebler, R.3    Danuser, J.4
  • 30
    • 0002370120 scopus 로고    scopus 로고
    • Inference for extremes in disease mapping
    • (edsA. Lawson, D. Biggeri, D. Boehning, E. Lesaffre, J. Viel and R. Bertollini). Chichester: Wiley.
    • Stern, H. and Cressie, N. (1999) Inference for extremes in disease mapping. In Disease Mapping and Risk Assessment for Public Health (edsA. Lawson, D. Biggeri, D. Boehning, E. Lesaffre, J. Viel and R. Bertollini). Chichester: Wiley.
    • (1999) Disease Mapping and Risk Assessment for Public Health
    • Stern, H.1    Cressie, N.2


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