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Original Articles

Bayesian Inference in Gaussian Model-based Geostatistics

Pages 129-146 | Published online: 14 Jul 2010

  • Chilès , J. and Delfiner , P. 1999 . Geostatistics: Modeling Spatial Uncertainty , New York : Wiley .
  • Cox , D.R. and Hinkley , D.V. 1974 . Theoretical Statistic , London : Chapman & Hall .
  • Cressie , N. 1993 . Statistics for Spatial Data. , revised edn , New York : Wiley .
  • De Oliveira , V. , Kedem , B. and Short , D. 1997 . Bayesian prediction of transformed gaussian random fields . JASA , 92 (440) : 1422 – 1433 .
  • Diggle , P. , Tawn , J. and Moyeed , R. 1998 . Model based geostatistics (with discussion) . Applied Statistics , 47 (3) : 299 – 350 .
  • Gelman , A. , Carlin , J , Stern , H. and Rubin , D. 1995 . Bayesian Data Analysis , London : Chapman & Hall .
  • Goovaerts , P. 1997 . Geostatistics for Natural Resources Evaluation , New York : University Press .
  • Handcock , M. and Stein , M. 1993 . A bayesian analysis of kriging . Technometrics , 35 (4) : 403 – 410 .
  • Isaaks , E. and Srisvastava , R. 1989 . An Introduction to Applied Geostatics , New York : Oxford Univer-sity Press .
  • Jounel , A. and Huijbregts , C. 1978 . Mining Geostatistics , London : Academic Press .
  • Kitanidis , P. 1986 . Parameter uncertainty in estimation of spatial functions: Bayesian analysis . Water Resource Research , 22 (4) : 499 – 507 .
  • Matérn , B. 1986 . Spatial Variation. , 2nd edn , Berlin : Springer .
  • McCullagh , P. and Nelder , J. 1989 . Generalized Linear Models , London : Chapman & Hall .
  • Patterson , H. and Thompson , R. 1971 . Recovery of inter-block information when block sizes are unequal . Bhmetriku , 58 : 545 – 554 .
  • Ribeiro , P. Jr and Diggle , P. 1999a . Bayesian inference in gaussian model-based geostatistics , Technical Report ST-99-08 Lancaster, , UK : Department of Mathematics and Statistics. Lancaster University .
  • Ribeiro , P. Jr and Diggle , P. 1999b . geoR/geoS: A geostatistical library for r/s-plus , Technical Report ST-99-09 Lancaster, , UK : Department of Mathematics and Statistics. Lancaster University .
  • Stein , M. 1999 . Interpolation of Spatial Data , New York : Springer .
  • Tanner , M. 1996 . Tools for Statistical Inference , New York : Springer .
  • Zimmerman , D. , de Marsily , G. , Gotway , L.A. , Marietta , M.G. , Axness , C.L. , Beauheim , R. , Bras , R. , Carerra , J. , Dagon , G. , Davies , P.B. , Gallegos , D. P. , GaIIi , A. , Gómes-Hemandez , J. , Grind rod , P. , Gutjahr , A.L. , Kitanidis , P.K. , Lavenue , A.M. , McLaughlin , D. , Neuman , S.P. , Ramaros , P.S. , Ravenne , C. and Rubin , Y . 1998 . A comparison of seven geostatistically based inverse approaches to estimate transmissivities for modeling advective transport by groundwater How . Water Resources Research , 34 (6) : 1373 – 1411 .

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