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Volumn 22, Issue 2, 2012, Pages 813-845

Bayesian inference from composite likelihoods, with an application to spatial extremes

Author keywords

Bayesian hierarchical model; Composite likelihood; Gibbs sampler; Markov chain Monte Carlo; Max stable process; Metropolis Hastings algorithm; Posterior coverage; Rainfall data

Indexed keywords


EID: 84858395376     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: 10.5705/ss.2009.248     Document Type: Article
Times cited : (165)

References (28)
  • 1
    • 33947141493 scopus 로고    scopus 로고
    • Inference for clustered data using the independence loglikelihood
    • DOI 10.1093/biomet/asm015
    • Chandler, R. E. and Bate, S. (2007). Inference for clustered data using the independence loglikelihood. Biometrika 94, 167-183. (Pubitemid 46410724)
    • (2007) Biometrika , vol.94 , Issue.1 , pp. 167-183
    • Chandler, R.E.1    Bate, S.2
  • 2
    • 33644894760 scopus 로고    scopus 로고
    • Probability matching property of adjusted likelihoods
    • DOI 10.1016/j.spl.2005.10.015, PII S0167715205004001
    • Chang, I. H. and Mukerjee, R. (2006). Probability matching property of adjusted likelihoods. Statist. Probab. Lett. 76, 838-842. (Pubitemid 43380539)
    • (2006) Statistics and Probability Letters , vol.76 , Issue.8 , pp. 838-842
    • Chang, I.H.1    Mukerjee, R.2
  • 3
    • 34548761070 scopus 로고    scopus 로고
    • Bayesian spatial modeling of extreme precipitation return levels
    • Cooley, D., Nychka, D. and Naveau, P. (2007). Bayesian spatial modeling of extreme precipitation return levels. J. Amer. Statist. Assoc. 102, 824-840.
    • (2007) J. Amer. Statist. Assoc. , vol.102 , pp. 824-840
    • Cooley, D.1    Nychka, D.2    Naveau, P.3
  • 4
    • 0010463921 scopus 로고
    • The likelihood surface in the linear functional relationship problem
    • Copas, J. B. (1972). The likelihood surface in the linear functional relationship problem. J. Roy. Statist. Soc. Ser. B 34, 274-278.
    • (1972) J. Roy. Statist. Soc. Ser. B , vol.34 , pp. 274-278
    • Copas, J.B.1
  • 5
    • 0348186338 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge
    • Davison, A.. (2003). Statistical Models. Cambridge University Press, Cambridge.
    • (2003) Statistical Models
    • Davison, A.1
  • 6
    • 0000522339 scopus 로고
    • A spectral representation for max-stable processes
    • de Haan, L. (1984). A spectral representation for max-stable processes. Ann. Probab. 12, 1194-1204.
    • (1984) Ann. Probab. , vol.12 , pp. 1194-1204
    • De Haan, L.1
  • 7
    • 33744803478 scopus 로고    scopus 로고
    • Spatial extremes: Models for the stationary case
    • DOI 10.1214/009053605000000886
    • de Haan, L. and Pereira, T. T. (2006). Spatial extremes: Models for the stationary case. Ann. Statist. 34, 146-168. (Pubitemid 43836797)
    • (2006) Annals of Statistics , vol.34 , Issue.1 , pp. 146-168
    • De Haan, L.1    Pereira, T.T.2
  • 8
    • 0001777054 scopus 로고
    • Bayes and likelihood calculations from confidence intervals
    • Efron, B. (1993). Bayes and likelihood calculations from confidence intervals. Biometrika 80, 3-26.
    • (1993) Biometrika , vol.80 , pp. 3-26
    • Efron, B.1
  • 9
    • 79957814400 scopus 로고    scopus 로고
    • On the likelihood function of Gaussian max-stable processes
    • To appear
    • Genton, M. G., Ma, Y. and Sang, H. (2011). On the likelihood function of Gaussian max-stable processes. Biometrika 98. To appear.
    • (2011) Biometrika , vol.98
    • Genton, M.G.1    Ma, Y.2    Sang, H.3
  • 11
    • 70450243669 scopus 로고    scopus 로고
    • Stationary max-stable fields associated to negative definite functions
    • Kabluchko, Z., Schlather, M. and de Haan, L. (2009). Stationary max-stable fields associated to negative definite functions. Ann. Prob. 37, 2042-2065.
    • (2009) Ann. Prob. , vol.37 , pp. 2042-2065
    • Kabluchko, Z.1    Schlather, M.2    De Haan, L.3
  • 12
    • 0003167173 scopus 로고
    • Robust properties of likelihood ratio tests
    • Kent, J. T. (1982). Robust properties of likelihood ratio tests. Biometrika 69, 19-27.
    • (1982) Biometrika , vol.69 , pp. 19-27
    • Kent, J.T.1
  • 13
    • 3843118606 scopus 로고    scopus 로고
    • Bayesian empirical likelihood
    • DOI 10.1093/biomet/90.2.319
    • Lazar, N. A. (2003). Bayesian empirical likelihood. Biometrika 90, 319-326. (Pubitemid 39047160)
    • (2003) Biometrika , vol.90 , Issue.2 , pp. 319-326
    • Lazar, N.A.1
  • 15
    • 0346936577 scopus 로고
    • Proper likelihoods for Bayesian analysis
    • Monahan, J. and Boos, D. (1992). Proper likelihoods for Bayesian analysis. Biometrika 79, 271-278.
    • (1992) Biometrika , vol.79 , pp. 271-278
    • Monahan, J.1    Boos, D.2
  • 16
    • 77951978159 scopus 로고    scopus 로고
    • Likelihood-based inference for max-stable processes
    • Padoan, S., Ribatet, M. and Sisson, S. (2010). Likelihood-based inference for max-stable processes. J. Amer. Statist. Assoc. 105, 263-277.
    • (2010) J. Amer. Statist. Assoc. , vol.105 , pp. 263-277
    • Padoan, S.1    Ribatet, M.2    Sisson, S.3
  • 17
    • 78650339315 scopus 로고    scopus 로고
    • Bayesian composite marginal likelihoods
    • Pauli, F., Racugno, W. and Ventura, L. (2011). Bayesian composite marginal likelihoods. Statist. Sinica 21, 149-164.
    • (2011) Statist. Sinica , vol.21 , pp. 149-164
    • Pauli, F.1    Racugno, W.2    Ventura, L.3
  • 19
    • 0000426001 scopus 로고
    • Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
    • Rotnitzky, A. and Jewell, N. (1990). Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data. Biometrika 77, 495-497.
    • (1990) Biometrika , vol.77 , pp. 495-497
    • Rotnitzky, A.1    Jewell, N.2
  • 20
    • 0036522614 scopus 로고    scopus 로고
    • Fitting gaussian markov random fields to gaussian fields
    • Rue, H. and Tjelmeland, H. (2002). Fitting gaussian markov random fields to gaussian fields. Scand. J. Statist. 29, 31-49.
    • (2002) Scand. J. Statist. , vol.29 , pp. 31-49
    • Rue, H.1    Tjelmeland, H.2
  • 21
    • 0032221039 scopus 로고    scopus 로고
    • Computational Bayesian analysis of hidden Markov models
    • Rydén, T. and Titterington, D. M. (1998). Computational Bayesian analysis of hidden Markov models. J. Comput. Graph. Statist. 7, 194-211.
    • (1998) J. Comput. Graph. Statist. , vol.7 , pp. 194-211
    • Rydén, T.1    Titterington, D.M.2
  • 22
    • 67651231033 scopus 로고    scopus 로고
    • Hierarchical modeling for extreme values observed over space and time
    • Sang, H. and Gelfand, A. (2009). Hierarchical modeling for extreme values observed over space and time. Environmental and Ecological Statistics 16, 407-426.
    • (2009) Environmental and Ecological Statistics , vol.16 , pp. 407-426
    • Sang, H.1    Gelfand, A.2
  • 23
    • 3843100123 scopus 로고    scopus 로고
    • Models for stationary max-stable random fields
    • Schlather, M. (2002). Models for stationary max-stable random fields. Extremes 5, 33-44.
    • (2002) Extremes , vol.5 , pp. 33-44
    • Schlather, M.1
  • 24
    • 57749186055 scopus 로고    scopus 로고
    • An extended Gaussian max-stable process model for spatial extremes
    • Smith, E. L. and Stephenson, A. G. (2009). An extended Gaussian max-stable process model for spatial extremes. J. Statist. Plann. Inference 139, 1266-1275.
    • (2009) J. Statist. Plann. Inference , vol.139 , pp. 1266-1275
    • Smith, E.L.1    Stephenson, A.G.2
  • 26
    • 46649119286 scopus 로고    scopus 로고
    • On composite marginal likelihoods
    • Varin, C. (2008). On composite marginal likelihoods. AStA Adv. Statist. Anal. 92, 1-28.
    • (2008) AStA Adv. Statist. Anal. , vol.92 , pp. 1-28
    • Varin, C.1
  • 27
    • 66549114397 scopus 로고    scopus 로고
    • Prior distributions from pseudo-likelihoods in the presence of nuisance parameters
    • Ventura, L., Cabras, S. and Racugno, W. (2009). Prior distributions from pseudo-likelihoods in the presence of nuisance parameters. J. Amer. Statist. Assoc. 104, 768-774.
    • (2009) J. Amer. Statist. Assoc. , vol.104 , pp. 768-774
    • Ventura, L.1    Cabras, S.2    Racugno, W.3
  • 28
    • 2142734871 scopus 로고    scopus 로고
    • Inconsistent estimation and asymptotically equal interpolations in model-based geostatistics
    • Zhang, H. (2004). Inconsistent estimation and asymptotically equal interpolations in modelbased geostatistics. J. Amer. Statist. Assoc. 99, 250-261. (Pubitemid 38545211)
    • (2004) Journal of the American Statistical Association , vol.99 , Issue.465 , pp. 250-261
    • Zhang, H.1


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