메뉴 건너뛰기




Volumn 29, Issue 4, 2000, Pages 1089-1108

Hierarchical modeling with Gaussian Processes

Author keywords

Gaussian process; Growth curves; Hierarchical model; hybrid Monte Carlo; Markov chain Monte Carlo; Prediction

Indexed keywords


EID: 31144451831     PISSN: 03610926     EISSN: None     Source Type: Journal    
DOI: 10.1080/03610910008813655     Document Type: Article
Times cited : (3)

References (11)
  • 1
    • 0008740091 scopus 로고
    • Residual Analysis and Outliers in Bayesian Hierarchical Models
    • Freeman, P. R., and Smith, A. F. M., editors, Jolin Wiley and Sons
    • Chaloner, K. (1994). "Residual Analysis and Outliers in Bayesian Hierarchical Models", in Freeman, P. R., and Smith, A. F. M., editors, Aspects of Uncertainty: A Tribute to D. V. Lindley, Jolin Wiley and Sons, pp. 149-157.
    • (1994) Aspects of Uncertainty: A Tribute to D. V. Lindley , pp. 149-157
    • Chaloner, K.1
  • 3
    • 0003424741 scopus 로고    scopus 로고
    • Dissertation submitted in candidature for the degree of Doctor of Philosophy, University of Cambridge
    • Gibbs, Mark N. (1997), "Bayesian Gaussian Processes for Regression and Classification", Dissertation submitted in candidature for the degree of Doctor of Philosophy, University of Cambridge. Available via URL http://wol.ra.phy.cam.ac.uk/mng10/GP/GP.html.
    • (1997) Bayesian Gaussian Processes for Regression and Classification
    • Gibbs, M.N.1
  • 5
    • 0000901721 scopus 로고
    • Fully Bayesian Hierarchical Analysis for Exponential Families via Monte Carlo Computation
    • Freeman, P. R., and Smith, A. F. M., editors, John Wiley and Sons
    • George, E. I., Makov, U. E., and Smith, A. F. M. (1994). "Fully Bayesian Hierarchical Analysis for Exponential Families via Monte Carlo Computation", in Freeman, P. R., and Smith, A. F. M., editors, Aspects of Uncertainty: A Tribute to D. V. Lindley, John Wiley and Sons, pp. 181-199.
    • (1994) Aspects of Uncertainty: A Tribute to D. V. Lindley , pp. 181-199
    • George, E.I.1    Makov, U.E.2    Smith, A.F.M.3
  • 6
    • 84952117554 scopus 로고
    • A Bayesian Analysis of Kriging
    • Handcock, M., and Stein, M. (1993). "A Bayesian Analysis of Kriging", Technometrics, Vol. 35, pp. 403-410.
    • (1993) Technometrics , vol.35 , pp. 403-410
    • Handcock, M.1    Stein, M.2
  • 8
    • 25444439785 scopus 로고    scopus 로고
    • Bayesian Prediction in Growth-Curve Models with Correlated Errors
    • Menzefricke, U. (1999). "Bayesian Prediction in Growth-Curve Models with Correlated Errors", Test, Vol. 8, pp. 75-93.
    • (1999) Test , vol.8 , pp. 75-93
    • Menzefricke, U.1
  • 11
    • 0003017575 scopus 로고    scopus 로고
    • Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond
    • Jordan, M. I., ed., Kluwer Academic Press
    • Williams, C. K. I. (1998). "Prediction With Gaussian Processes: From Linear Regression to Linear Prediction and Beyond", in Jordan, M. I., ed., Learning and Inference in Graphical Models, Kluwer Academic Press.
    • (1998) Learning and Inference in Graphical Models
    • Williams, C.K.I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.