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Volumn 101, Issue 474, 2006, Pages 604-618

Non-Gaussian Bayesian geostatistical modeling

Author keywords

Identifiability: Nugget effect; Outlier; Prior sensitivity; Scale mixing; Smoothness; Spatial heteroscedasticity

Indexed keywords


EID: 33745671715     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214505000001195     Document Type: Article
Times cited : (93)

References (29)
  • 2
    • 0001141391 scopus 로고
    • On the development of reference priors
    • eds. J. M. Bernardo. J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Oxford University Press
    • Berger, J. O., and Bernardo, J. M. (1992). "On the Development of Reference Priors" (with discussion), in Bayesian Statistics 4, eds. J. M. Bernardo. J. O. Berger, A. P. Dawid, and A. F. M. Smith, Oxford, U.K.: Oxford University Press, pp. 35-60.
    • (1992) Bayesian Statistics , vol.4 , pp. 35-60
    • Berger, J.O.1    Bernardo, J.M.2
  • 9
    • 0036159814 scopus 로고    scopus 로고
    • Bayesian hot spot detection in the presence of a spatial trend: Application to total nitrogen concentration in Chesapeake Bay
    • De Oliveira, V., and Ecker, M. D. (2002). "Bayesian Hot Spot Detection in the Presence of a Spatial Trend: Application to Total Nitrogen Concentration in Chesapeake Bay," Environmetrics, 13, 85-101.
    • (2002) Environmetrics , vol.13 , pp. 85-101
    • De Oliveira, V.1    Ecker, M.D.2
  • 15
    • 0039502263 scopus 로고    scopus 로고
    • Classical and Bayesian inference robustness in multivariate regression models
    • _ (1997), "Classical and Bayesian Inference Robustness in Multivariate Regression Models. Journal of the American Statistical Association, 92, 1434-1444.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 1434-1444
  • 16
    • 0042401905 scopus 로고    scopus 로고
    • Spectral methods for nonstationary spatial processes
    • Fuentes, M. (2002), "Spectral Methods for Nonstationary Spatial Processes," Biometrika, 89, 197-210.
    • (2002) Biometrika , vol.89 , pp. 197-210
    • Fuentes, M.1
  • 17
    • 84952117554 scopus 로고
    • A Bayesian analysis of kriging
    • Handcock, M. S., and Stein, M. L. (1993). "A Bayesian Analysis of Kriging," Technometrics, 35, 403-410.
    • (1993) Technometrics , vol.35 , pp. 403-410
    • Handcock, M.S.1    Stein, M.L.2
  • 18
    • 84950427374 scopus 로고
    • An approach to statistical-temporal modeling of meteorological fields
    • Handcock, M. S., and Wallis, J. R. (1994). "An Approach to Statistical-Temporal Modeling of Meteorological Fields" (with discussion). Journal of the American Statistical Association, 84, 368-390.
    • (1994) Journal of the American Statistical Association , vol.84 , pp. 368-390
    • Handcock, M.S.1    Wallis, J.R.2
  • 20
    • 0001248728 scopus 로고
    • Distribution theory of spherical distributions and a location-scale parameter generalization
    • Kelker, D. (1970), "Distribution Theory of Spherical Distributions and a Location-Scale Parameter Generalization." Sankhya, Ser. A. 32, 419-430.
    • (1970) Sankhya, Ser. A , vol.32 , pp. 419-430
    • Kelker, D.1
  • 21
    • 0041426538 scopus 로고    scopus 로고
    • A note on Bayesian spatial prediction using the elliptical distribution
    • Kim, H.-M., and Mallick, B. K. (2003), "A Note on Bayesian Spatial Prediction Using the Elliptical Distribution," Statistics and Probability Letters, 64, 271-276.
    • (2003) Statistics and Probability Letters , vol.64 , pp. 271-276
    • Kim, H.-M.1    Mallick, B.K.2
  • 22
    • 0022697970 scopus 로고
    • Parameter uncertainty in estimation of spatial functions: Bayesian analysis
    • Kitanidis, P. K. (1986), "Parameter Uncertainty in Estimation of Spatial Functions: Bayesian Analysis," Water Resources Research, 22, 499-507.
    • (1986) Water Resources Research , vol.22 , pp. 499-507
    • Kitanidis, P.K.1
  • 23
    • 84858914915 scopus 로고
    • Mémoires du Bureau de Recherches Géologiques et Minières. No. 14, Paris: Editions Technip
    • Matheron, G. (1962), Traité de Géostatistique Appliquée, Tome I, Mémoires du Bureau de Recherches Géologiques et Minières. No. 14, Paris: Editions Technip.
    • (1962) Traité de Géostatistique Appliquée , vol.1
    • Matheron, G.1
  • 24
    • 0031536541 scopus 로고    scopus 로고
    • On the efficacy of Bayesian inference for nonidentifiable models
    • Neath, A. A., and Samaniego, F. J. (1997), "On the Efficacy of Bayesian Inference for Nonidentifiable Models," The American Statistician, 51, 225-232.
    • (1997) The American Statistician , vol.51 , pp. 225-232
    • Neath, A.A.1    Samaniego, F.J.2
  • 26
    • 22944461402 scopus 로고    scopus 로고
    • Default priors for Gaussian processes
    • Paulo, R. (2005), "Default Priors for Gaussian Processes." The Annals of Statistics, 33, 556-582.
    • (2005) The Annals of Statistics , vol.33 , pp. 556-582
    • Paulo, R.1
  • 28
    • 21844487977 scopus 로고
    • Computing bayes factors by using a generalization of the Savage-Dickey density ratio
    • Verdinelli, I., and Wasserman, L. (1995), "Computing Bayes Factors by Using a Generalization of the Savage-Dickey Density Ratio," Journal of the American Statistical Association, 90, 614-618.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 614-618
    • Verdinelli, I.1    Wasserman, L.2
  • 29
    • 4243839021 scopus 로고
    • Bayesian analysis of linear and non-linear population models by using ihe Gibbs sampler
    • Wakefield, J. C., Smith, A. F. M., Racine-Poon, A., and Gelfand, A. B. (1994), "Bayesian Analysis of Linear and Non-Linear Population Models by Using ihe Gibbs Sampler." Applied Statistics, 43, 201-221.
    • (1994) Applied Statistics , vol.43 , pp. 201-221
    • Wakefield, J.C.1    Smith, A.F.M.2    Racine-Poon, A.3    Gelfand, A.B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.