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Volumn 16, Issue 4, 2011, Pages 475-494

Assessing First-Order Emulator Inference for Physical Parameters in Nonlinear Mechanistic Models

Author keywords

Bayesian; Hierarchical model; Nonparametric statistics; Spatio temporal statistics

Indexed keywords

BAYESIAN ANALYSIS; COMPUTER SIMULATION; COVARIANCE ANALYSIS; DECOMPOSITION ANALYSIS; ECOSYSTEM MODELING; HIERARCHICAL SYSTEM; METHODOLOGY; NONLINEARITY; NUMERICAL MODEL; SPATIOTEMPORAL ANALYSIS; STATISTICAL ANALYSIS; TROPHIC LEVEL;

EID: 83555177267     PISSN: 10857117     EISSN: 15372693     Source Type: Journal    
DOI: 10.1007/s13253-011-0073-7     Document Type: Article
Times cited : (46)

References (29)
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L. (2001), "Random Forests," Machine Learning, 45, 5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 5
    • 70349234435 scopus 로고    scopus 로고
    • Models for Bounded Systems with Continuous Dynamics
    • Cangelosi, A. R., and Hooten, M. B. (2009), "Models for Bounded Systems with Continuous Dynamics," Biometrics, 65, 850-856.
    • (2009) Biometrics , vol.65 , pp. 850-856
    • Cangelosi, A.R.1    Hooten, M.B.2
  • 6
    • 69249168661 scopus 로고    scopus 로고
    • Gaussian Process Emulation and Dynamic Computer Codes
    • Conti, S., Gosling, J. P., Oakley, J. E., and O'Hagan, A. (2009), "Gaussian Process Emulation and Dynamic Computer Codes," Biometrika, 96, 663-676.
    • (2009) Biometrika , vol.96 , pp. 663-676
    • Conti, S.1    Gosling, J.P.2    Oakley, J.E.3    O'Hagan, A.4
  • 8
    • 35348846774 scopus 로고    scopus 로고
    • Mesoscale Eddies Determine Phytoplankton Distribution in Northern Gulf of Alaska
    • Crawford, W. R., Brickley, P. J., and Thomas, A. C. (2007), "Mesoscale Eddies Determine Phytoplankton Distribution in Northern Gulf of Alaska," Progress in Oceanography, 75, 287-303.
    • (2007) Progress in Oceanography , vol.75 , pp. 287-303
    • Crawford, W.R.1    Brickley, P.J.2    Thomas, A.C.3
  • 10
    • 64249157332 scopus 로고    scopus 로고
    • Fast Statistical Surrogates for Dynamical 3D Computer Models of Brain Tumors
    • Drignei, D. (2008), "Fast Statistical Surrogates for Dynamical 3D Computer Models of Brain Tumors," Journal of Computational and Graphical Statistics, 17, 859-884.
    • (2008) Journal of Computational and Graphical Statistics , vol.17 , pp. 859-884
    • Drignei, D.1
  • 11
    • 69549133927 scopus 로고    scopus 로고
    • Interannual Spring Bloom Variability and Ekman Pumping in the Coastal Gulf of Alaska
    • Fiechter, J., and Moore, A. M. (2009), "Interannual Spring Bloom Variability and Ekman Pumping in the Coastal Gulf of Alaska," Journal Geophysical Research, 114, C06004.
    • (2009) Journal Geophysical Research , vol.114
    • Fiechter, J.1    Moore, A.M.2
  • 13
    • 68749116583 scopus 로고    scopus 로고
    • Fast Data Assimilation Using a Nonlinear Kalman Filter and a Model Surrogate: An Application to the Columbia River Estuary
    • Frolov, S., Baptista, A. M., Leen, T. K., Lu, Z., and van der Merwe, R. (2009), "Fast Data Assimilation Using a Nonlinear Kalman Filter and a Model Surrogate: An Application to the Columbia River Estuary," Dynamics of Atmospheres and Oceans, 48, 16-45.
    • (2009) Dynamics of Atmospheres and Oceans , vol.48 , pp. 16-45
    • Frolov, S.1    Baptista, A.M.2    Leen, T.K.3    Lu, Z.4    van der Merwe, R.5
  • 20
    • 70350742523 scopus 로고    scopus 로고
    • A Dynamic Modelling Strategy for Bayesian Computer Model Emulation
    • Liu, F., and West, M. (2009), "A Dynamic Modelling Strategy for Bayesian Computer Model Emulation," Bayesian Analysis, 4, 393-412.
    • (2009) Bayesian Analysis , vol.4 , pp. 393-412
    • Liu, F.1    West, M.2
  • 21
    • 33745699573 scopus 로고    scopus 로고
    • Bayesian Analysis of Computer Code Outputs: A Tutorial
    • O'Hagan, A. (2006), "Bayesian Analysis of Computer Code Outputs: A Tutorial," Reliability Engineering and System Safety, 91, 1290-1300.
    • (2006) Reliability Engineering and System Safety , vol.91 , pp. 1290-1300
    • O'Hagan, A.1
  • 22
    • 33846176556 scopus 로고    scopus 로고
    • Results from a Three-Dimensional, Nested, Biological-Physical Model of the California Current System and Comparisons with Statistics from Satellite Imagery
    • Powell, T. M., Lewis, C. V. W., Curchitser, E. N., Haidvogel, D. B., Hermann, A. J., and Dobbins, E. L. (2006), "Results from a Three-Dimensional, Nested, Biological-Physical Model of the California Current System and Comparisons with Statistics from Satellite Imagery," Journal of Geophysical Research, 111 (C0), 7018.
    • (2006) Journal of Geophysical Research , vol.111 , Issue.C0 , pp. 7018
    • Powell, T.M.1    Lewis, C.V.W.2    Curchitser, E.N.3    Haidvogel, D.B.4    Hermann, A.J.5    Dobbins, E.L.6
  • 24
    • 64249139703 scopus 로고    scopus 로고
    • Efficient Emulators for Multivariate Deterministic Functions
    • Rougier, J. C. (2008), "Efficient Emulators for Multivariate Deterministic Functions," Journal of Computational and Graphical Statistics, 17, 827-843.
    • (2008) Journal of Computational and Graphical Statistics , vol.17 , pp. 827-843
    • Rougier, J.C.1
  • 27
    • 34249876623 scopus 로고    scopus 로고
    • Fast Neural Network Surrogates for Very High Dimensional Physics-Based Models in Computational Oceanography
    • van der Merwe, R., Leen, T. K., Lu, Z., Frolov, S., and Baptista, A. M. (2007), "Fast Neural Network Surrogates for Very High Dimensional Physics-Based Models in Computational Oceanography," Neural Networks, 20, 462-478.
    • (2007) Neural Networks , vol.20 , pp. 462-478
    • van der Merwe, R.1    Leen, T.K.2    Lu, Z.3    Frolov, S.4    Baptista, A.M.5
  • 28
    • 77649192043 scopus 로고    scopus 로고
    • Parameter Optimisation Techniques and the Problem of Underdetermination in Marine Biogeochemical Models
    • Ward, B. A., Friedrichs, M. A. M., Anderson, T. R., and Oschlies, A. (2010), "Parameter Optimisation Techniques and the Problem of Underdetermination in Marine Biogeochemical Models," Journal of Marine Systems, 81, 34-43.
    • (2010) Journal of Marine Systems , vol.81 , pp. 34-43
    • Ward, B.A.1    Friedrichs, M.A.M.2    Anderson, T.R.3    Oschlies, A.4
  • 29
    • 80053599296 scopus 로고    scopus 로고
    • On the Use of Log-Transformation Versus Nonlinear Regression for Analyzing Biological Power-Laws
    • Xiao, X., White, E. P., Hooten, M. B., and Durham, S. L. (2011), "On the Use of Log-Transformation Versus Nonlinear Regression for Analyzing Biological Power-Laws," Ecology, 92, 1887-1894.
    • (2011) Ecology , vol.92 , pp. 1887-1894
    • Xiao, X.1    White, E.P.2    Hooten, M.B.3    Durham, S.L.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.