메뉴 건너뛰기




Volumn 22, Issue 2, 2012, Pages 450-462

Designing priors for robust Bayesian optimal experimental design

Author keywords

Bayesian experimental design; Parameter estimation; Prior design; Robust

Indexed keywords

STATISTICAL MECHANICS; STATISTICS; UNCERTAINTY ANALYSIS;

EID: 84857191356     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2011.12.004     Document Type: Article
Times cited : (12)

References (29)
  • 1
    • 0002419565 scopus 로고
    • Design of experiments in non-linear situations
    • Box G.E.P., and Lucas H.L. Design of experiments in non-linear situations Biometrika 46 1959 77 90
    • (1959) Biometrika , vol.46 , pp. 77-90
    • Box, G.E.P.1    Lucas, H.L.2
  • 2
    • 0016094158 scopus 로고
    • Design of experiments for subsets of parameters
    • Hill W.J., and Hunter W.G. Design of experiments for subsets of parameters Technometrics 16 3 1974 425 434
    • (1974) Technometrics , vol.16 , Issue.3 , pp. 425-434
    • Hill, W.J.1    Hunter, W.G.2
  • 3
    • 0001147975 scopus 로고
    • A joint design criterion for the dual problem of model discrimination and parameter estimation
    • Hill W.J., Hunter W.G., and Wichern D.W. A joint design criterion for the dual problem of model discrimination and parameter estimation Technometrics 10 1 1968 145 160
    • (1968) Technometrics , vol.10 , Issue.1 , pp. 145-160
    • Hill, W.J.1    Hunter, W.G.2    Wichern, D.W.3
  • 4
    • 0001238337 scopus 로고
    • Some experiences with a non-linear experimental design criterion
    • Box M.J. Some experiences with a non-linear experimental design criterion Technometrics 12 3 1970 569 589
    • (1970) Technometrics , vol.12 , Issue.3 , pp. 569-589
    • Box, M.J.1
  • 5
    • 0000104841 scopus 로고
    • Design of experiments for parameter estimation in multi-response situations
    • Draper N.R., and Hunter W.G. Design of experiments for parameter estimation in multi-response situations Biometrika 53 3/4 1966 525 533
    • (1966) Biometrika , vol.53 , Issue.3-4 , pp. 525-533
    • Draper, N.R.1    Hunter, W.G.2
  • 6
    • 0016339217 scopus 로고
    • Optimal input signals for parameter estimation in dynamic systems - Survey and new results
    • Mehra R.K. Optimal input signals for parameter estimation in dynamic systems - survey and new results IEEE Transactions on Automatic Control 19 6 1974 753 768
    • (1974) IEEE Transactions on Automatic Control , vol.19 , Issue.6 , pp. 753-768
    • Mehra, R.K.1
  • 8
    • 0016570157 scopus 로고
    • Sequential design for precise parameter estimation in ordinary non-linear differential equations
    • Hosten L.H., and Emig G. Sequential design for precise parameter estimation in ordinary non-linear differential equations Chemical Engineering Sciences 30 11 1975 1357 1364
    • (1975) Chemical Engineering Sciences , vol.30 , Issue.11 , pp. 1357-1364
    • Hosten, L.H.1    Emig, G.2
  • 9
    • 0024607513 scopus 로고
    • The optimal design of dynamic experiments
    • Espie D.M., and Macchietto S. The optimal design of dynamic experiments AIChE Journal 35 2 1989 223 229
    • (1989) AIChE Journal , vol.35 , Issue.2 , pp. 223-229
    • Espie, D.M.1    MacChietto, S.2
  • 10
    • 52149085229 scopus 로고    scopus 로고
    • Model-based design of experiments for parameter precision: State of the art
    • Franceschini G., and Macchietto S. Model-based design of experiments for parameter precision: state of the art Chemical Engineering Sciences 63 2008 4846 4872
    • (2008) Chemical Engineering Sciences , vol.63 , pp. 4846-4872
    • Franceschini, G.1    MacChietto, S.2
  • 11
    • 0014094525 scopus 로고
    • The use of prior distribution in the design of experiments for parameter estimation in non-linear situations
    • Draper N.R., and Hunter W.G. The use of prior distribution in the design of experiments for parameter estimation in non-linear situations Biometrika 54 1/2 1967 147 153
    • (1967) Biometrika , vol.54 , Issue.1-2 , pp. 147-153
    • Draper, N.R.1    Hunter, W.G.2
  • 12
    • 0014186512 scopus 로고
    • The use of prior distribution in the design of experiments for parameter estimation in non-linear situations: Multi-response case
    • Draper N.R., and Hunter W.G. The use of prior distribution in the design of experiments for parameter estimation in non-linear situations: multi-response case Biometrika 54 3/4 1967 662 665
    • (1967) Biometrika , vol.54 , Issue.3-4 , pp. 662-665
    • Draper, N.R.1    Hunter, W.G.2
  • 13
    • 84972528615 scopus 로고
    • Bayesian experimental design: A review
    • Chaloner K., and Verdinelli I. Bayesian experimental design: a review Statistical Science 10 3 1995 273 304
    • (1995) Statistical Science , vol.10 , Issue.3 , pp. 273-304
    • Chaloner, K.1    Verdinelli, I.2
  • 14
    • 0003259632 scopus 로고
    • Robust experimental design: Between qualitative and quantitative identifiabilities
    • Walter E. Pergamon Oxford
    • Walter E., and Pronzato L. Robust experimental design: between qualitative and quantitative identifiabilities Walter E. Identifiability of Parametric Models 1987 Pergamon Oxford
    • (1987) Identifiability of Parametric Models
    • Walter, E.1    Pronzato, L.2
  • 17
    • 0016941404 scopus 로고
    • On optimal choice of sampling strategies for linear system identification
    • Ng T.S., and Goodwin G.C. On optimal choice of sampling strategies for linear system identification International Journal of Control 23 4 1976 459 475
    • (1976) International Journal of Control , vol.23 , Issue.4 , pp. 459-475
    • Ng, T.S.1    Goodwin, G.C.2
  • 18
    • 0036604957 scopus 로고    scopus 로고
    • Designing robust optimal dynamic experiments
    • DOI 10.1016/S0959-1524(01)00020-8, PII S0959152401000208
    • Asprey S.P., and Macchietto S. Designing robust optimal dynamic experiments Journal of Process Control 12 2002 545 556 (Pubitemid 34302548)
    • (2002) Journal of Process Control , vol.12 , Issue.4 , pp. 545-556
    • Asprey, S.P.1    Macchietto, S.2
  • 19
    • 70350097459 scopus 로고    scopus 로고
    • Monte Carlo simulation and numerical integration
    • Amman H.M. Kendrick D.A. Rist J. Elsevier Science North-Holland, Amsterdam
    • Geweke J. Monte Carlo simulation and numerical integration Amman H.M. Kendrick D.A. Rist J. Handbook of Computational Economics 1996 Elsevier Science North-Holland, Amsterdam 731 800
    • (1996) Handbook of Computational Economics , pp. 731-800
    • Geweke, J.1
  • 22
    • 0018109827 scopus 로고
    • Prospects of reducing correlations among parameters estimates in kinetic models
    • DOI 10.1016/0009-2509(78)85205-1
    • Pritchard D., and Bacon D.W. Prospects of reducing correlations among parameters estimates in kinetic models Chemical Engineering Science 33 1978 1539 1543 (Pubitemid 9405411)
    • (1978) Chemical Engineering Science , vol.33 , Issue.11 , pp. 1539-1543
    • Pritchard, D.1    Bacon, D.W.2
  • 25
    • 0000113389 scopus 로고
    • On converting optimal control problems into nonlinear programming problems
    • Kraft D. On converting optimal control problems into nonlinear programming problems Computational Mathematics and Programming 15 1985 261 280
    • (1985) Computational Mathematics and Programming , vol.15 , pp. 261-280
    • Kraft, D.1
  • 26
    • 0034661129 scopus 로고    scopus 로고
    • Statistical tools for optimal dynamic model building
    • DOI 10.1016/S0098-1354(00)00328-8, PII S0098135400003288
    • Asprey S.P., and Macchietto S. Statistical tool for optimal dynamic model building Computers and Chemical Engineering 24 2000 1261 1267 (Pubitemid 30608354)
    • (2000) Computers and Chemical Engineering , vol.24 , Issue.2-7 , pp. 1261-1267
    • Asprey, S.P.1    Macchietto, S.2
  • 27
    • 0038066923 scopus 로고    scopus 로고
    • Precise parameter estimation for chemical batch reactions in heterogeneous medium
    • DOI 10.1016/S0009-2509(03)00004-6
    • Issanchou S., Cognet P., and Cabassud M. Precise parameter estimation for chemical batch reactions in heterogeneous medium Chemical Engineering Science 58 2003 1805 1813 (Pubitemid 36544036)
    • (2003) Chemical Engineering Science , vol.58 , Issue.9 , pp. 1805-1813
    • Issanchou, S.1    Cognet, P.2    Cabassud, M.3
  • 28
    • 42149131484 scopus 로고    scopus 로고
    • Novel anticorrelation criteria for model-based experiment design: Theory and formulations
    • DOI 10.1002/aic.11429
    • Franceschini G., and Macchietto S. Novel anticorrelation criteria for model based experimental design: theory and formulations AIChE Journal 54 4 2008 1009 1024 (Pubitemid 351529949)
    • (2008) AIChE Journal , vol.54 , Issue.4 , pp. 1009-1024
    • Franceschini, G.1    Macchietto, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.