메뉴 건너뛰기




Volumn 14, Issue 1, 2005, Pages 95-115

Bayesian inference and prediction of Gaussian random fields based on censored data

Author keywords

Censoring pattern; Data augmentation; Detection limits; Inequality constrained data; Kriging; Spatial interpolation

Indexed keywords


EID: 15944364211     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186005X27518     Document Type: Article
Times cited : (40)

References (25)
  • 1
    • 3342963731 scopus 로고    scopus 로고
    • Kriging with inequality constraints
    • Abrahamsen, P., and Benth, F. E. (2001), "Kriging with Inequality Constraints," Mathematical Geology, 33, 719-744.
    • (2001) Mathematical Geology , vol.33 , pp. 719-744
    • Abrahamsen, P.1    Benth, F.E.2
  • 2
    • 0019566020 scopus 로고
    • A note on the regression analysis of censored data
    • Aitkin, M. (1981), "A Note on the Regression Analysis of Censored Data," Technometrics, 23, 161-163.
    • (1981) Technometrics , vol.23 , pp. 161-163
    • Aitkin, M.1
  • 4
    • 8444252553 scopus 로고    scopus 로고
    • Maximum likelihood estimation in a model with interval data: A comment and extension
    • Caudill, S. B. (1996), "Maximum Likelihood Estimation in a Model With Interval Data: A Comment and Extension," Journal of Applied Statistics, 23, 97-104.
    • (1996) Journal of Applied Statistics , vol.23 , pp. 97-104
    • Caudill, S.B.1
  • 5
    • 0000911137 scopus 로고    scopus 로고
    • Analysis of multivariate probit models
    • Chib, S., and Greenberg, E. (1998), "Analysis of Multivariate Probit Models," Biometrika, 85, 347-361.
    • (1998) Biometrika , vol.85 , pp. 347-361
    • Chib, S.1    Greenberg, E.2
  • 7
    • 0034282333 scopus 로고    scopus 로고
    • Bayesian prediction of clipped gaussian random fields
    • De Oliveira, V, (2000), "Bayesian Prediction of Clipped Gaussian Random Fields," Computational Statistics and Data Analysis, 34, 299-314.
    • (2000) Computational Statistics and Data Analysis , vol.34 , pp. 299-314
    • De Oliveira, V.1
  • 8
    • 0036159814 scopus 로고    scopus 로고
    • Bayesian hot spot detection in the presence of a spatial trend: Application to total nitrogen concentration in the 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 the Chesapeake Bay," Environmetrics, 13, 85-101.
    • (2002) Environmetrics , vol.13 , pp. 85-101
    • De Oliveira, V.1    Ecker, M.D.2
  • 10
    • 4344662991 scopus 로고
    • An interpolation method taking into account inequality constraints: I. Methodology
    • Dubrule, O., and Kostov, C. (1986), "An Interpolation Method Taking into Account Inequality Constraints: I. Methodology," Mathematical Geology, 18, 33-51.
    • (1986) Mathematical Geology , vol.18 , pp. 33-51
    • Dubrule, O.1    Kostov, C.2
  • 13
    • 0000736067 scopus 로고    scopus 로고
    • Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
    • Gelman, A., and Meng, X.-L. (1998), "Simulating Normalizing Constants: From Importance Sampling to Bridge Sampling to Path Sampling," Statistical Science, 13, 163-185.
    • (1998) Statistical Science , vol.13 , pp. 163-185
    • Gelman, A.1    Meng, X.-L.2
  • 14
    • 0000954353 scopus 로고    scopus 로고
    • Efficient metropolis jumping rules
    • eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Cambridge, MA: Oxford University Press
    • Gelman, A., Roberts, G. O., and Gilks, W. R. (1996), "Efficient Metropolis Jumping Rules," in Bayesian Statistics 5, eds. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, Cambridge, MA: Oxford University Press, pp. 599-607.
    • (1996) Bayesian Statistics , vol.5 , pp. 599-607
    • Gelman, A.1    Roberts, G.O.2    Gilks, W.R.3
  • 16
    • 0542411867 scopus 로고
    • A note on the existence of maximum likelihood estimates in linear regression models using interval-censored data
    • Hamada, M., and Tse, S. K. (1988), "A Note on the Existence of Maximum Likelihood Estimates in Linear Regression Models Using Interval-censored Data," Journal of the Royal Statistical Society Ser. B, 50, 293-296.
    • (1988) Journal of the Royal Statistical Society Ser. B , vol.50 , pp. 293-296
    • Hamada, M.1    Tse, S.K.2
  • 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
    • 0006931680 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, 449-507.
    • (1986) Water Resources Research , vol.22 , pp. 449-507
    • Kitanidis, P.K.1
  • 19
    • 0041734082 scopus 로고
    • An interpolation method taking into account inequality constraints: II. Practical approach
    • Kostov, C., and Dubrule, O. (1986), "An Interpolation Method Taking into Account Inequality Constraints: II. Practical Approach," Mathematical Geology, 18, 53-73.
    • (1986) Mathematical Geology , vol.18 , pp. 53-73
    • Kostov, C.1    Dubrule, O.2
  • 20
  • 21
    • 0026687633 scopus 로고
    • Maximum likelihood estimation for interval-censored data using a weibull-based accelerated failure time model
    • Odell, P. M., Anderson, K. M., and D'Agostino, R. B. (1992), "Maximum Likelihood Estimation for Interval-Censored Data Using a Weibull-Based Accelerated Failure Time Model," Biometrics, 48, 951-959.
    • (1992) Biometrics , vol.48 , pp. 951-959
    • Odell, P.M.1    Anderson, K.M.2    D'Agostino, R.B.3
  • 22
    • 0542435810 scopus 로고
    • Existence of maximum likelihood estimates in regression models for grouped and ungrouped data
    • Silvapulle, M. J., and Burridge, J. (1986), "Existence of Maximum Likelihood Estimates in Regression Models for Grouped and Ungrouped Data," Journal of the Royal Statistical Society, Ser. B, 48, 100-106.
    • (1986) Journal of the Royal Statistical Society, Ser. B , vol.48 , pp. 100-106
    • Silvapulle, M.J.1    Burridge, J.2
  • 23
    • 0000700793 scopus 로고
    • Estimating mean concentrations under transformation for environmental data with detection limits
    • Shumway, R. H., Azari, A. S., and Johnson, P. (1989), "Estimating Mean Concentrations Under Transformation for Environmental Data With Detection Limits," Technometrics, 31, 347-356.
    • (1989) Technometrics , vol.31 , pp. 347-356
    • Shumway, R.H.1    Azari, A.S.2    Johnson, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.