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Volumn 21, Issue 3, 2011, Pages 1171-1190

Penalized blind kriging in computer experiments

Author keywords

Computer model; Fixed domain asymptotics; Gaussian process model; Geostatistics; Oracle procedure; Variable selection

Indexed keywords


EID: 79958288991     PISSN: 10170405     EISSN: None     Source Type: Journal    
DOI: 10.5705/ss.2009.226     Document Type: Article
Times cited : (33)

References (30)
  • 3
    • 0041958932 scopus 로고
    • Ideal spatial adaption by wavelet shrinkage
    • Donoho, D. and Johnstone, I. (1994). Ideal spatial adaption by wavelet shrinkage. Biometrika 81, 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.1    Johnstone, I.2
  • 5
    • 1542784498 scopus 로고    scopus 로고
    • Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
    • Fan, J. and Li, R. (2001). Variable selection via nonconcave penalized likelihood and its oracle properties. J. Amer. Statist. Assoc. 96, 1348-1360. (Pubitemid 33695585)
    • (2001) Journal of the American Statistical Association , vol.96 , Issue.456 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 8
    • 33845246400 scopus 로고    scopus 로고
    • Limit kriging
    • DOI 10.1198/004017006000000011
    • Joseph, V. R. (2006). Limit Kriging. Technometrics 48, 458-466. (Pubitemid 44865387)
    • (2006) Technometrics , vol.48 , Issue.4 , pp. 458-466
    • Joseph, V.R.1
  • 10
    • 0007312235 scopus 로고    scopus 로고
    • Predicting the output from a complex computer code when fast approximations are available
    • Kennedy, M. C. and O'Hagan, A. (2000). Predicting the output from a complex computer code when fast approximations are available. Biometrika 87,1-13.
    • (2000) Biometrika , vol.87 , pp. 1-13
    • Kennedy, M.C.1    O'Hagan, A.2
  • 11
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick, S., Gelatt, C. D. and Vecchi, M. P. (1983). Optimization by simulated annealing. Science 220, 671-680.
    • (1983) Science , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 12
    • 84950461221 scopus 로고
    • Kriging and splines: An empirical comparison of their predictive performance in some applications
    • Laslett, G. M. (1994). Kriging and splines: An empirical comparison of their predictive performance in some applications. J. Amer. Statist. Assoc. 89, 391-400.
    • (1994) J. Amer. Statist. Assoc. , vol.89 , pp. 391-400
    • Laslett, G.M.1
  • 13
    • 18944382184 scopus 로고    scopus 로고
    • Analysis of computer experiments using penalized likelihood in Gaussian kriging models
    • DOI 10.1198/004017004000000671
    • Li, R. and Sudjianto, A. (2005). Analysis of computer experiments using penalized likelihood in Gaussian Kriging models. Technometrics 47, 111-120. (Pubitemid 40701505)
    • (2005) Technometrics , vol.47 , Issue.2 , pp. 111-120
    • Li, R.1    Sudjianto, A.2
  • 14
    • 33845260356 scopus 로고    scopus 로고
    • Variable selection for Gaussian process models in computer experiments
    • DOI 10.1198/004017006000000228
    • Linkletter, C. D., Bingham, D., Hengartner, N., Higdon, D. and Ye, K. Q. (2006). Variable selection for Gaussian process models in computer experiments. Technometrics 48, 478-490. (Pubitemid 44865389)
    • (2006) Technometrics , vol.48 , Issue.4 , pp. 478-490
    • Linkletter, C.1    Bingham, D.2    Hengartner, N.3    Higdon, D.4    Ye, K.Q.5
  • 15
    • 0001196683 scopus 로고
    • Maximum likelihood estimation of models for residual covariance in spatial statistics
    • Mardia, K. V. and Marshall, R. J. (1984). Maximum likelihood estimation of models for residual covariance in spatial statistics. Biometrika 71, 135-146.
    • (1984) Biometrika , vol.71 , pp. 135-146
    • Mardia, K.V.1    Marshall, R.J.2
  • 16
    • 17444414416 scopus 로고    scopus 로고
    • Use of kriging models to approximate deterministic computer models
    • Martin, J. D. and Simpson, T. W. (2005). On the use of Kriging models to approximate deterministic computer models. AIAA Journal 43, 853-863. (Pubitemid 40611902)
    • (2005) AIAA Journal , vol.43 , Issue.4 , pp. 853-863
    • Martin, J.D.1    Simpson, T.W.2
  • 17
    • 0018468345 scopus 로고
    • A comparison of three methods for selecting values of input variables in the analysis of output from a computer code
    • McKay, M. D., Beckman, R. J. and Conover, W. J. (1979). A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21, 239-245. (Pubitemid 9452235)
    • (1979) Technometrics , vol.21 , Issue.2 , pp. 239-245
    • McKay, M.D.1    Beckman, R.J.2    Conover, W.J.3
  • 18
    • 0041399511 scopus 로고    scopus 로고
    • Bayesian inference for the uncertainty distribution of computer model outputs
    • DOI 10.1093/biomet/89.4.769
    • Oakley, J. E. and O'Hagan, A. (2002). Bayesian inference for the uncertainty distribution of computer model outputs. Biometrika 89, 769-784. (Pubitemid 41311943)
    • (2002) Biometrika , vol.89 , Issue.4 , pp. 769-784
    • Oakley, J.1    O'Hagan, A.2
  • 25
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the Lasso
    • Tibshirani, R. J. (1996). Regression shrinkage and selection via the Lasso. J. Roy. Statist. Soc. Ser. B 58, 267-288.
    • (1996) J. Roy. Statist. Soc. Ser. B , vol.58 , pp. 267-288
    • Tibshirani, R.J.1
  • 26
    • 0031015557 scopus 로고    scopus 로고
    • The Lasso method for variable selection in the Cox model
    • Tibshirani, R. J. (1997). The Lasso method for variable selection in the Cox model. Statistics in Medicine 16, 385-395.
    • (1997) Statistics in Medicine , vol.16 , pp. 385-395
    • Tibshirani, R.J.1
  • 29
    • 21344483125 scopus 로고
    • Maximum likelihood estimation of parameters under a spatial sampling scheme
    • Ying, Z.-L. (1993). Maximum likelihood estimation of parameters under a spatial sampling scheme. Ann. Statist. 21, 1567-1590.
    • (1993) Ann. Statist. , vol.21 , pp. 1567-1590
    • Ying, Z.-L.1
  • 30
    • 2142734871 scopus 로고    scopus 로고
    • Inconsistent estimation and asymptotically interpolations in model-based geostatistics
    • Zhang, H. (2004). Inconsistent estimation and asymptotically interpolations in model-based 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


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.