메뉴 건너뛰기




Volumn 110, Issue , 2013, Pages 60-67

Monte Carlo simulation for moment-independent sensitivity analysis

Author keywords

Delta indices; Kernel density estimation; Moment independent sensitivity analysis; Monte Carlo simulation

Indexed keywords

PROBABILITY DENSITY FUNCTION; SENSITIVITY ANALYSIS;

EID: 84867808117     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2012.09.005     Document Type: Article
Times cited : (94)

References (27)
  • 1
    • 0036081839 scopus 로고    scopus 로고
    • Sensitivity analysis for importance assessment
    • A. Saltelli Sensitivity analysis for importance assessment Risk Analysis 22 2002 579 590
    • (2002) Risk Analysis , vol.22 , pp. 579-590
    • Saltelli, A.1
  • 3
    • 0000760143 scopus 로고
    • Sensitivity analysis for non-linear mathematical models
    • [Translated from Russian: I.M. Sobol, Sensitivity estimates for nonlinear mathematical models, Matematicheskoe Modelirovanie 1990;2:112-8]
    • I.M. Sobol Sensitivity analysis for non-linear mathematical models Mathematical Modelling and Computational Experiment 1 1993 407 414 [Translated from Russian: I.M. Sobol, Sensitivity estimates for nonlinear mathematical models, Matematicheskoe Modelirovanie 1990;2:112-8]
    • (1993) Mathematical Modelling and Computational Experiment , vol.1 , pp. 407-414
    • Sobol, I.M.1
  • 4
    • 0030121081 scopus 로고    scopus 로고
    • Importance measures in global sensitivity analysis of model output
    • T. Homma, and A. Saltelli Importance measures in global sensitivity analysis of model output Reliability Engineering & System Safety 52 1996 1 17
    • (1996) Reliability Engineering & System Safety , vol.52 , pp. 1-17
    • Homma, T.1    Saltelli, A.2
  • 5
    • 0034563659 scopus 로고    scopus 로고
    • An uncertainty importance measure using a distance metric for the change in a cumulative distribution function
    • M.-H. Chun, S.-J. Han, and N.-I.L. Tak An uncertainty importance measure using a distance metric for the change in a cumulative distribution function Reliability Engineering & System Safety 70 2000 313 321
    • (2000) Reliability Engineering & System Safety , vol.70 , pp. 313-321
    • Chun, M.-H.1    Han, S.-J.2    Tak, N.-I.L.3
  • 6
    • 67349117635 scopus 로고    scopus 로고
    • Derivative based Global Sensitivity Measures and their link with global sensitivity indices
    • I.M. Sobol, and S. Kucherenko Derivative based Global Sensitivity Measures and their link with global sensitivity indices Mathematics and Computers in Simulation 79 2009 3009 3017
    • (2009) Mathematics and Computers in Simulation , vol.79 , pp. 3009-3017
    • Sobol, I.M.1    Kucherenko, S.2
  • 7
    • 84860282362 scopus 로고    scopus 로고
    • Efficient sampling methods for global reliability sensitivity analysis
    • P. Wei, Z. Lu, W. Hao, J. Feng, and B. Wang Efficient sampling methods for global reliability sensitivity analysis Computer Physics Communications 183 2012 1728 1743
    • (2012) Computer Physics Communications , vol.183 , pp. 1728-1743
    • Wei, P.1    Lu, Z.2    Hao, W.3    Feng, J.4    Wang, B.5
  • 10
    • 0037093163 scopus 로고    scopus 로고
    • Making best use of model evaluations to compute sensitivity indices
    • A. Saltelli Making best use of model evaluations to compute sensitivity indices Computer Physics Communications 145 2002 280 297
    • (2002) Computer Physics Communications , vol.145 , pp. 280-297
    • Saltelli, A.1
  • 12
    • 35348954821 scopus 로고    scopus 로고
    • State dependent parameter metamodelling and sensitivity analysis
    • M. Ratto, A. Pagano, and P.C. Young State dependent parameter metamodelling and sensitivity analysis Computer Physics Communication 177 2007 863 876
    • (2007) Computer Physics Communication , vol.177 , pp. 863-876
    • Ratto, M.1    Pagano, A.2    Young, P.C.3
  • 13
    • 33644929516 scopus 로고    scopus 로고
    • Random balance designs for the estimation of first order global sensitivity indices
    • S. Tarantola, D. Gatelli, and T.A. Mara Random balance designs for the estimation of first order global sensitivity indices Reliability Engineering and System Safety 91 2006 27 717
    • (2006) Reliability Engineering and System Safety , vol.91 , pp. 27-717
    • Tarantola, S.1    Gatelli, D.2    Mara, T.A.3
  • 14
    • 63749122391 scopus 로고    scopus 로고
    • A new computational method of a moment-independent uncertainty importance measure
    • Q. Liu, T. Homma, and Rel. Rng A new computational method of a moment-independent uncertainty importance measure Reliability Engineering and System Safety 94 2009 1205 1211
    • (2009) Reliability Engineering and System Safety , vol.94 , pp. 1205-1211
    • Liu, Q.1    Homma, T.2    Rng, R.3
  • 15
    • 84859106886 scopus 로고    scopus 로고
    • Model emulation and moment-independent sensitivity analysis: An application to environment modeling
    • E. Borgonovo, W. Castaings, and S. Tarantola Model emulation and moment-independent sensitivity analysis: an application to environment modeling Environmental Modelling & Software 34 2012 105 115
    • (2012) Environmental Modelling & Software , vol.34 , pp. 105-115
    • Borgonovo, E.1    Castaings, W.2    Tarantola, S.3
  • 16
  • 17
    • 78650748141 scopus 로고    scopus 로고
    • Using recursive algorithms for the efficient identification of smoothing spline ANOVA models
    • M. Ratto, A. Pagano, and P.C. Young Using recursive algorithms for the efficient identification of smoothing spline ANOVA models ASTA - Advances in Statistical Analysis 94 2010 367 388
    • (2010) ASTA - Advances in Statistical Analysis , vol.94 , pp. 367-388
    • Ratto, M.1    Pagano, A.2    Young, P.C.3
  • 21
    • 0031479641 scopus 로고    scopus 로고
    • Data-based choice of histogram bin width
    • M.P. Wand Data-based choice of histogram bin width The American Statistician 51 1997 59 64
    • (1997) The American Statistician , vol.51 , pp. 59-64
    • Wand, M.P.1
  • 26
    • 79952377433 scopus 로고    scopus 로고
    • Moment independent importance measures: New results and analytical test cases
    • E. Borgonovo, W. Castaings, and S. Tarantola Moment independent importance measures: new results and analytical test cases Risk Analysis 31 2011 404 428
    • (2011) Risk Analysis , vol.31 , pp. 404-428
    • Borgonovo, E.1    Castaings, W.2    Tarantola, S.3
  • 27
    • 0023306451 scopus 로고
    • A matrix-based approach to uncertainty and sensitivity analysis for fault tree
    • R.L. Iman. A matrix-based approach to uncertainty and sensitivity analysis for fault tree Risk Analysis 7 1987 21 33
    • (1987) Risk Analysis , vol.7 , pp. 21-33
    • Iman, R.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.