메뉴 건너뛰기




Volumn 42, Issue 1, 2010, Pages 52-68

A Bayesian model-averaging approach for multiple-response optimization

Author keywords

Decision theoretic approach; Follow Up sampling; Optimal design; Preposterior analysis; Quality loss functions

Indexed keywords

BAYESIAN NETWORKS;

EID: 79951883366     PISSN: 00224065     EISSN: None     Source Type: Journal    
DOI: 10.1080/00224065.2010.11917806     Document Type: Article
Times cited : (40)

References (42)
  • 2
    • 79951882569 scopus 로고    scopus 로고
    • Discussion: Follow-up designs to resolve confounding in multifactor experiments
    • Atkinson, A. C. (1996). "Discussion: Follow-Up Designs to Resolve Confounding in Multifactor Experiments". Technometrics 38(4), pp. 314-317.
    • (1996) Technometrics , vol.38 , Issue.4 , pp. 314-317
    • Atkinson, A.C.1
  • 4
    • 0030613470 scopus 로고    scopus 로고
    • Model Ssection: An integral part of inference
    • Buckland, S. T.; Burnham, K. P.; and Augustin, N. H. (1997). "Model Selection: An Integral Part of Inference". Biometrics 53, pp. 275-290.
    • (1997) Biometrics , vol.53 , pp. 275-290
    • Buckland, S.T.1    Burnham, K.P.2    Augustin, N.H.3
  • 7
    • 1042292377 scopus 로고    scopus 로고
    • Analyzing experiments with correlated multiple responses
    • Chiao, C. H. and Hamada, M. (2001). "Analyzing Experiments with Correlated Multiple Responses". Journal of Quality Technology 33(4), pp. 451-465.
    • (2001) Journal of Quality Technology , vol.33 , Issue.4 , pp. 451-465
    • Chiao, C.H.1    Hamada, M.2
  • 8
    • 0030532505 scopus 로고    scopus 로고
    • Bayesian variable selection with related predictors
    • Chipman, H. (1996). "Bayesian Variable Selection with Related Predictors". Canadian Journal of Statistics 24(1), pp. 17-36.
    • (1996) Canadian Journal of Statistics , vol.24 , Issue.1 , pp. 17-36
    • Chipman, H.1
  • 10
    • 0000043041 scopus 로고
    • Some matrix-variate distribution theory: Notational considerations and a bayesian application
    • Dawid, A. P. (1981). "Some Matrix-Variate Distribution Theory: Notational Considerations and a Bayesian Application". Biometrika 68, pp. 265-274.
    • (1981) Biometrika , vol.68 , pp. 265-274
    • Dawid, A.P.1
  • 11
    • 84952107777 scopus 로고
    • A simple bayesian modification of d-optimal designs to reduce dependence on an assumed model
    • DuMouchel, W. and Jones, B. (1994). "A Simple Bayesian Modification of D-Optimal Designs to Reduce Dependence on an Assumed Model". Technometrics 36, pp. 37-47.
    • (1994) Technometrics , vol.36 , pp. 37-47
    • DuMouchel, W.1    Jones, B.2
  • 13
    • 18044404766 scopus 로고    scopus 로고
    • Benchmark priors for Bayesian model averaging
    • DOI 10.1016/S0304-4076(00)00076-2, PII S0304407600000762
    • Fernandez, C.; Ley, E.; and Steel, M. F. J. (2001). "Benchmark Priors for Bayesian Model Averaging". Journal of Econometrics 100, pp. 381-427. (Pubitemid 33647270)
    • (2001) Journal of Econometrics , vol.100 , Issue.2 , pp. 381-427
    • Fernandez, C.1    Ley, E.2    Steel, M.F.J.3
  • 15
    • 0031526204 scopus 로고    scopus 로고
    • Approaches for bayesian variable selection
    • George, E. I. and McCulloch, R. E. (1997). "Approaches for Bayesian Variable Selection". Statistica Sinica 7, pp. 339- 373. (Pubitemid 127473668)
    • (1997) Statistica Sinica , vol.7 , Issue.2 , pp. 339-373
    • George, E.I.1    McCulloch, R.E.2
  • 17
    • 0001729472 scopus 로고    scopus 로고
    • Calibration and empirical bayes variable selection
    • George, E. I. and Foster, D. P. (2000). "Calibration and Empirical Bayes Variable Selection". Biometrika 87, pp. 731-747.
    • (2000) Biometrika , vol.87 , pp. 731-747
    • George, E.I.1    Foster, D.P.2
  • 18
    • 0035620460 scopus 로고    scopus 로고
    • Finding Near-optimal bayesian experimental designs via generic algorithms
    • Hamada, M.; Martz, H. F.; Reese, C. S.; and Wilson, A. G. (2001). "Finding Near-Optimal Bayesian Experimental Designs via Generic Algorithms". The American Statistician 55(3), pp. 175-181.
    • (2001) The American Statistician , vol.55 , Issue.3 , pp. 175-181
    • Hamada, M.1    Martz, H.F.2    Reese, C.S.3    Wilson, A.G.4
  • 21
    • 21844520724 scopus 로고
    • Bayesian graphical models for discrete data
    • Madigan, D. and York, J. (1995). "Bayesian Graphical Models for Discrete Data. International Statistical Review 63(2), pp. 215-232.
    • (1995) International Statistical Review , vol.632 , Issue.2 , pp. 215-232
    • Madigan, D.1    York, J.2
  • 22
    • 79951898953 scopus 로고
    • Finding active factors in fractionated screening experiments
    • Meyer, R. D. and Box, G. E. P. (1992). "Finding Active Factors in Fractionated Screening Experiments". CQPI Report No. 80.
    • (1992) CQPI Report No. 80
    • Meyer, R.D.1    Box, G.E.P.2
  • 23
    • 5944255812 scopus 로고    scopus 로고
    • Follow-up designs to resolve confounding in multifactor experiments (with discussion)
    • Meyer, R. D.; Steinberg, D. M.; and Box, G. E. P. (1996). "Follow-Up Designs to Resolve Confounding in Multifactor Experiments (with Discussion)". Technometrics 38(4), pp. 303-332.
    • (1996) Technometrics , vol.38 , Issue.4 , pp. 303-332
    • Meyer, R.D.1    Steinberg, D.M.2    Box, G.E.P.3
  • 24
    • 11144355804 scopus 로고    scopus 로고
    • A Bayesian approach for multiple response surface optimization in the presence of noise variables
    • DOI 10.1080/0266476042000184019
    • Miŕo-Quesada, G.; Del Castillo, E.; and Peterson, J. (2004). "A Bayesian Approach for Multiple Response Surface Optimization in the Presence of Noise Variables". Journal of Applied Statistics 31(3), pp. 251-270. (Pubitemid 38516977)
    • (2004) Journal of Applied Statistics , vol.31 , Issue.3 , pp. 251-270
    • Miro-Quesada, G.1    Del Castillo, E.2    Peterson, J.J.3
  • 25
    • 79951910798 scopus 로고    scopus 로고
    • Elicitation of multivariate prior distributions: A nonparametric bayesian approach
    • Moala, F. M. and O'Hagan, A. (2009). "Elicitation of Multivariate Prior Distributions: A Nonparametric Bayesian Approach". Submitted.
    • (2009) Submitted
    • Moala, F.M.1    O'Hagan, A.2
  • 27
    • 0007190954 scopus 로고    scopus 로고
    • Simulation based optimal design
    • Muller P., 2000, "Simulation Based Optimal Design". Bayesian Statistics 6, pp. 1-13.
    • (2000) Bayesian Statistics , vol.6 , pp. 1-13
    • Muller, P.1
  • 28
    • 9744246868 scopus 로고    scopus 로고
    • Design of follow-up experiments for improving model discrimination and parameter estimation
    • Muller, P. (2000). "Simulation Based Optimal Design". Bayesian Statistics 6, pp. 1-13. Ng, S. H. and Chick, S. E. (2004). "Design of Follow-Up Experiments for Improving Model Discrimination and Parameter Estimation". Navel Research Logistics 51, pp. 1129-1148.
    • (2004) Navel Research Logistics , vol.51 , pp. 1129-1148
    • Ng, S.H.1    Chick, S.E.2
  • 30
    • 2342446557 scopus 로고    scopus 로고
    • A posterior predictive approach to multiple response surface optimization
    • Peterson, J. J. (2004). "A Posterior Predictive Approach to Multiple Response Surface Optimization". Journal of Quality Technology 36(2), pp. 139-153.
    • (2004) Journal of Quality Technology , vol.36 , Issue.2 , pp. 139-153
    • Peterson, J.J.1
  • 31
    • 51649086756 scopus 로고    scopus 로고
    • A review of bayesian reliability approaches to multiple response surface optimization
    • Colosimo, B. M. and E. Del Castillo, E. (eds.), New York, NY: Chapman & Hall
    • Peterson, J. J. (2007). "A Review of Bayesian Reliability Approaches to Multiple Response Surface Optimization". In Bayesian Process Monitoring, Control and Optimization, Colosimo, B. M. and E. Del Castillo, E. (eds.), pp. 269-290. New York, NY: Chapman & Hall.
    • (2007) Bayesian Process Monitoring, Control and Optimization , pp. 269-290
    • Peterson, J.J.1
  • 32
    • 0027589020 scopus 로고
    • Strategies for robust multiresponse quality engineering
    • New York, NY: Chapman & Hall. Pignatello, J. J. (1993). "Strategies for Robust Multiresponse Quality Engineering". IIE Transactions 25(3), pp. 5-15.
    • (1993) IIE Transactions , vol.25 , Issue.3 , pp. 5-15
    • Pignatello, J.J.1
  • 35
    • 18944394139 scopus 로고    scopus 로고
    • Model-robust process optimization using Bayesian model averaging
    • DOI 10.1198/004017005000000120
    • Rajagopal, R. and Del Castillo, E. (2005). "Model-Robust Process Optimization using Bayesian Model Averaging". Technometrics 47(2), pp. 152-163. (Pubitemid 40701509)
    • (2005) Technometrics , vol.47 , Issue.2 , pp. 152-163
    • Rajagopal, R.1    Del Castillo, E.2
  • 36
    • 22544441923 scopus 로고    scopus 로고
    • Model and distribution-robust process optimization with noise factors
    • Rajagopal, R.; Del Castillo, E.; and Peterson, J. J. (2005). "Model and Distribution Robust Process Optimization with Noise Factors". Journal of Quality Technology 37(3), pp. 210-222. (Pubitemid 41013212)
    • (2005) Journal of Quality Technology , vol.37 , Issue.3 , pp. 210-222
    • Rajagopal, R.1    Del Castillo, E.2    Peterson, J.J.3
  • 37
    • 0000824232 scopus 로고    scopus 로고
    • Nonparametric regression using Bayesian variable selection
    • DOI 10.1016/0304-4076(95)01763-1
    • Smith, M. and Kohn, R. (1996). "Nonparametric Regression Using Bayesian Variable Selection". Journal of Econometrics 75, pp. 317-343. (Pubitemid 126372818)
    • (1996) Journal of Econometrics , vol.75 , Issue.2 , pp. 317-343
    • Smith, M.1    Kohn, R.2
  • 39
    • 0032187643 scopus 로고    scopus 로고
    • A compromise approach to multiresponse optimization
    • Vining, G. G. (1998). "A Compromise Approach to Multiresponse Optimization". Journal of Quality Technology 30, pp. 309-313. (Pubitemid 128575170)
    • (1998) Journal of Quality Technology , vol.30 , Issue.4 , pp. 309-313
    • Vining, G.G.1
  • 40
    • 0000465535 scopus 로고
    • Statistical optimization as a means to reduce risks in industrial processes
    • Wold, S.; Carlson, R.; and Skagerberg, B. (1989). "Statistical Optimization as a Means to Reduce Risks in Industrial Processes". The Environmental Professional 11, pp. 127-131.
    • (1989) The Environmental Professional , vol.11 , pp. 127-131
    • Wold, S.1    Carlson, R.2    Skagerberg, B.3
  • 42
    • 0002817906 scopus 로고
    • On assessing prior distributions and bayesian regression analysis with g-prior distributions
    • Essays in Honour of Bruno de Finetti, Goel, P.K., and Zellner, A. (eds.), Amsterdam, The Netherlands: North- Holland
    • Zellner, A. (1986). "On Assessing Prior Distributions and Bayesian Regression Analysis with g-Prior Distributions". In Bayesian Inference and Decision Techniques-Essays in Honour of Bruno de Finetti, Goel, P. K., and Zellner, A. (eds.), pp. 233-243. Amsterdam, The Netherlands: North- Holland.
    • (1986) Bayesian Inference and Decision Techniques , pp. 233-243
    • Zellner, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.