메뉴 건너뛰기




Volumn 60, Issue 2, 2011, Pages 261-279

Using integrated nested Laplace approximations for the evaluation of veterinary surveillance data from Switzerland: A case-study

Author keywords

Disease mapping; Integrated nested Laplace approximations; Leave one out cross validation; Spatiotemporal models

Indexed keywords


EID: 79952214675     PISSN: 00359254     EISSN: 14679876     Source Type: Journal    
DOI: 10.1111/j.1467-9876.2010.00740.x     Document Type: Article
Times cited : (67)

References (36)
  • 1
    • 0035882274 scopus 로고    scopus 로고
    • Diffusion and prediction of leishmaniasis in a large metropolitan area in Brazil with a Bayesian space-time model
    • Assunção, R., Reis, I. and Oliveira, C. (2001) Diffusion and prediction of leishmaniasis in a large metropolitan area in Brazil with a Bayesian space-time model. Statist. Med., 20, 2319-2335.
    • (2001) Statist. Med. , vol.20 , pp. 2319-2335
    • Assunção, R.1    Reis, I.2    Oliveira, C.3
  • 2
    • 4444378590 scopus 로고    scopus 로고
    • Hierarchical Modeling and Analysis for Spatial Data
    • Boca Raton: Chapman and Hall-CRC Press.
    • Banerjee, S., Carlin, B. and Gelfand, A. (2004) Hierarchical Modeling and Analysis for Spatial Data. Boca Raton: Chapman and Hall-CRC Press.
    • (2004)
    • Banerjee, S.1    Carlin, B.2    Gelfand, A.3
  • 3
    • 0028835190 scopus 로고
    • Bayesian estimates of disease maps: how important are priors?
    • Bernardinelli, L., Clayton, D. and Montomoli, C. (1995a) Bayesian estimates of disease maps: how important are priors? Statist. Med., 14, 2411-2431.
    • (1995) Statist. Med. , vol.14 , pp. 2411-2431
    • Bernardinelli, L.1    Clayton, D.2    Montomoli, C.3
  • 5
    • 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
  • 6
    • 0011241944 scopus 로고
    • Approximate inference in generalized linear mixed models
    • Breslow, N. and Clayton, D. (1993) Approximate inference in generalized linear mixed models. J. Am. Statist. Ass., 88, 9-25.
    • (1993) J. Am. Statist. Ass. , vol.88 , pp. 9-25
    • Breslow, N.1    Clayton, D.2
  • 7
    • 27444442456 scopus 로고    scopus 로고
    • BayesX: analyzing Bayesian structural additive regression models
    • Brezger, A., Kneib, T. and Lang, S. (2005) BayesX: analyzing Bayesian structural additive regression models. J. Statist. Softwr., 14, 1-22.
    • (2005) J. Statist. Softwr. , vol.14 , pp. 1-22
    • Brezger, A.1    Kneib, T.2    Lang, S.3
  • 8
    • 0003003642 scopus 로고    scopus 로고
    • Markov Chain Monte Carlo in Practice
    • In (eds W. R. Gilks, S. Richardson and D. J. Spiegelhalter) - London: Chapman and Hall.
    • Clayton, D. (1996) Generalized linear mixed models. InMarkov Chain Monte Carlo in Practice (eds W. R. Gilks, S. Richardson and D. J. Spiegelhalter), pp. 275-301. London: Chapman and Hall.
    • (1996) Generalized linear mixed models , pp. 275-301
    • Clayton, D.1
  • 9
    • 70450231574 scopus 로고    scopus 로고
    • Predictive model assessment for count data
    • Czado, C., Gneiting, T. and Held, L. (2009) Predictive model assessment for count data. Biometrics, 65, 1254-1261.
    • (2009) Biometrics , vol.65 , pp. 1254-1261
    • Czado, C.1    Gneiting, T.2    Held, L.3
  • 10
    • 0035968358 scopus 로고    scopus 로고
    • Monitoring and surveillance for rare health-related events: a review from the veterinary perspective
    • Doherr, M. and Audige, L. (2001) Monitoring and surveillance for rare health-related events: a review from the veterinary perspective. Phil. Trans. R. Soc. Lond. B, 356, 1097-1106.
    • (2001) Phil. Trans. R. Soc. Lond. B , vol.356 , pp. 1097-1106
    • Doherr, M.1    Audige, L.2
  • 11
    • 70349816927 scopus 로고    scopus 로고
    • Improved auxiliary mixture sampling for hierarchical model of non-Gaussian data
    • Frühwirth-Schnatter, S., Frühwirth, R., Held, L. and Rue, H. (2009) Improved auxiliary mixture sampling for hierarchical model of non-Gaussian data. Statist. Comput., 19, 479-492.
    • (2009) Statist. Comput. , vol.19 , pp. 479-492
    • Frühwirth-Schnatter, S.1    Frühwirth, R.2    Held, L.3    Rue, H.4
  • 12
    • 33947274775 scopus 로고    scopus 로고
    • Strictly proper scoring rules, prediction, and estimation
    • Gneiting, T. and Raftery, A. E. (2007) Strictly proper scoring rules, prediction, and estimation. J. Am. Statist. Ass., 102, 359-378.
    • (2007) J. Am. Statist. Ass. , vol.102 , pp. 359-378
    • Gneiting, T.1    Raftery, A.E.2
  • 13
    • 84947054795 scopus 로고    scopus 로고
    • Longitudinal Data Analysis
    • Hoboken: Wiley.
    • Hedeker, D. and Gibbons, R. D. (2006) Longitudinal Data Analysis. Hoboken: Wiley.
    • (2006)
    • Hedeker, D.1    Gibbons, R.D.2
  • 14
    • 79952214131 scopus 로고    scopus 로고
    • Handbook of Spatial Statistics
    • In (eds A. Gelfand, P. Diggle, M. Fuentes and P. Guttorp). Boca Raton: Chapman and Hall-CRC Press.
    • Held, L. and Rue, H. (2010) Conditional and intrinsic autoregressions. In Handbook of Spatial Statistics (eds A. Gelfand, P. Diggle, M. Fuentes and P. Guttorp). Boca Raton: Chapman and Hall-CRC Press.
    • (2010) Conditional and intrinsic autoregressions
    • Held, L.1    Rue, H.2
  • 16
    • 33846101238 scopus 로고    scopus 로고
    • Fixed-width output analysis for Markov chain Monte Carlo
    • Jones, G., Haran, M., Caffo, B. and Neath, R. (2006) Fixed-width output analysis for Markov chain Monte Carlo. J. Am. Statist. Ass., 101, 1537-1547.
    • (2006) J. Am. Statist. Ass. , vol.101 , pp. 1537-1547
    • Jones, G.1    Haran, M.2    Caffo, B.3    Neath, R.4
  • 17
    • 0034665770 scopus 로고    scopus 로고
    • Bayesian modelling of inseparable space-time variation in disease risk
    • Knorr-Held, L. (2000) Bayesian modelling of inseparable space-time variation in disease risk. Statist. Med., 19, 2555-2567.
    • (2000) Statist. Med. , vol.19 , pp. 2555-2567
    • Knorr-Held, L.1
  • 18
    • 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. Scand. J. Statist., 29, 597-614.
    • (2002) Scand. J. Statist. , vol.29 , pp. 597-614
    • Knorr-Held, L.1    Rue, H.2
  • 19
    • 0042532207 scopus 로고    scopus 로고
    • Age-period-cohort models and disease mapping
    • Lagazio, C., Biggeri, A. and Dreassi, E. (2003) Age-period-cohort models and disease mapping. Environmetrics, 14, 475-490.
    • (2003) Environmetrics , vol.14 , pp. 475-490
    • Lagazio, C.1    Biggeri, A.2    Dreassi, E.3
  • 20
    • 0032518740 scopus 로고    scopus 로고
    • Multi-level modelling of geographically aggregated health data: a case study on malignant melanoma mortality and UV exposure in the European community
    • Langford, I., Bentham, G. and McDonald, A.-L. (1998) Multi-level modelling of geographically aggregated health data: a case study on malignant melanoma mortality and UV exposure in the European community. Statist. Med., 17, 41-57.
    • (1998) Statist. Med. , vol.17 , pp. 41-57
    • Langford, I.1    Bentham, G.2    Mcdonald, A.-L.3
  • 21
    • 0033248083 scopus 로고    scopus 로고
    • Multilevel modelling of the geographical distributions of diseases
    • Langford, I. H., Leyland, A. H., Rasbash, J. and Goldstein, H. (1999) Multilevel modelling of the geographical distributions of diseases. Appl. Statist., 48, 253-268.
    • (1999) Appl. Statist. , vol.48 , pp. 253-268
    • Langford, I.H.1    Leyland, A.H.2    Rasbash, J.3    Goldstein, H.4
  • 22
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS-a Bayesian modelling framework: concepts, structure, and extensibility
    • Lunn, D., Thomas, A., Best, N. and Spiegelhalter, D. (2000) WinBUGS-a Bayesian modelling framework: concepts, structure, and extensibility. Statist. Comput., 10, 325-337.
    • (2000) Statist. Comput. , vol.10 , pp. 325-337
    • Lunn, D.1    Thomas, A.2    Best, N.3    Spiegelhalter, D.4
  • 23
    • 0037687725 scopus 로고    scopus 로고
    • Approximate cross-validatory predictive checks in disease mapping models
    • Marshall, E. and Spiegelhalter, D. (2003) Approximate cross-validatory predictive checks in disease mapping models. Statist. Med., 22, 1649-1660.
    • (2003) Statist. Med. , vol.22 , pp. 1649-1660
    • Marshall, E.1    Spiegelhalter, D.2
  • 24
    • 79952214343 scopus 로고    scopus 로고
    • Implementing approximate Bayesian inference using Integrated Nested Laplace Approximation: a manual for the inla program. Norwegian University for Science and Technology, Trondheim. (Available from)
    • Martino, S. and Rue, H. (2009) Implementing approximate Bayesian inference using Integrated Nested Laplace Approximation: a manual for the inla program. Norwegian University for Science and Technology, Trondheim. (Available from)
    • (2009)
    • Martino, S.1    Rue, H.2
  • 25
    • 0141429908 scopus 로고    scopus 로고
    • Non-parametric ecological regression and spatial variation
    • Natario, I. and Knorr-Held, L. (2003) Non-parametric ecological regression and spatial variation. Biometr. J., 45, 670-688.
    • (2003) Biometr. J. , vol.45 , pp. 670-688
    • Natario, I.1    Knorr-Held, L.2
  • 26
    • 28444445926 scopus 로고    scopus 로고
    • R: a Language and Environment for Statistical Computing
    • R Development Core Team Vienna: R Foundation for Statistical Computing.
    • R Development Core Team (2005) R: a Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing.
    • (2005)
  • 27
    • 33746458924 scopus 로고    scopus 로고
    • Bayesian spatio-temporal analysis of joint patterns of male and female lung cancer risks in Yorkshire
    • Richardson, S., Abellan, J. and Best, N. (2006) Bayesian spatio-temporal analysis of joint patterns of male and female lung cancer risks in Yorkshire. Statist. Meth. Med. Res., 15, 385-407.
    • (2006) Statist. Meth. Med. Res. , vol.15 , pp. 385-407
    • Richardson, S.1    Abellan, J.2    Best, N.3
  • 28
    • 26844511557 scopus 로고    scopus 로고
    • Gaussian Markov Random Fields
    • Boca Raton: Chapman and Hall-CRC Press.
    • Rue, H. and Held, L. (2005) Gaussian Markov Random Fields. Boca Raton: Chapman and Hall-CRC Press.
    • (2005)
    • Rue, H.1    Held, L.2
  • 29
    • 34250219986 scopus 로고    scopus 로고
    • Approximate Bayesian inference for hierarchical Gaussian Markov random field models
    • Rue, H. and Martino, S. (2007) Approximate Bayesian inference for hierarchical Gaussian Markov random field models. J. Statist. Planng Inf., 137, 3177-3192.
    • (2007) J. Statist. Planng Inf. , vol.137 , pp. 3177-3192
    • Rue, H.1    Martino, S.2
  • 30
    • 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
  • 31
    • 10944241434 scopus 로고    scopus 로고
    • Bayesian extrapolation of space-time trends in cancer registry data
    • Schmid, V. and Held, L. (2004) Bayesian extrapolation of space-time trends in cancer registry data. Biometrics, 60, 1034-1042.
    • (2004) Biometrics , vol.60 , pp. 1034-1042
    • Schmid, V.1    Held, L.2
  • 33
    • 0034665769 scopus 로고    scopus 로고
    • Posterior predictive model checks for disease mapping models
    • Stern, H. and Cressie, N. (2000) Posterior predictive model checks for disease mapping models. Statist. Med., 19, 2377-2397.
    • (2000) Statist. Med. , vol.19 , pp. 2377-2397
    • Stern, H.1    Cressie, N.2
  • 34
    • 0000859675 scopus 로고
    • An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion
    • Stone, M. (1977) An asymptotic equivalence of choice of model by cross-validation and Akaike's criterion. J. R. Statist. Soc. B, 39, 44-47.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 44-47
    • Stone, M.1
  • 35
    • 79952213324 scopus 로고    scopus 로고
    • Swiss Federal Veterinary Office BVD im Detail. Swiss Federal Veterinary Office, Berne. (Available from)
    • Swiss Federal Veterinary Office (2006) BVD im Detail. Swiss Federal Veterinary Office, Berne. (Available from)
    • (2006)
  • 36
    • 84950871099 scopus 로고
    • Accurate approximations for posterior moments and marginal densities
    • Tierney, L. and Kadane, J. B. (1986) Accurate approximations for posterior moments and marginal densities. J. Am. Statist. Ass., 81, 82-86.
    • (1986) J. Am. Statist. Ass. , vol.81 , pp. 82-86
    • Tierney, L.1    Kadane, J.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.