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Volumn 72, Issue , 2015, Pages 173-183

Non-parametric methods for global sensitivity analysis of model output with dependent inputs

Author keywords

Dependent contributions; Dependent inputs; Iman Conover sampling procedure; Independent contributions; Radionuclide migration; Rosenblatt transformation; Variance based sensitivity indices

Indexed keywords

COMPUTER SOFTWARE; ECOLOGY;

EID: 84938073713     PISSN: 13648152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.envsoft.2015.07.010     Document Type: Article
Times cited : (98)

References (28)
  • 1
    • 33750172875 scopus 로고    scopus 로고
    • Measuring uncertainty importance: investigation and comparison of alternative approaches
    • Borgonovo E. Measuring uncertainty importance: investigation and comparison of alternative approaches. Risk Anal. 2006, 26(5):1349-1361.
    • (2006) Risk Anal. , vol.26 , Issue.5 , pp. 1349-1361
    • Borgonovo, E.1
  • 2
    • 84859106886 scopus 로고    scopus 로고
    • Model emulation and moment-independent sensitivity analysis: an application to environmental modelling
    • Borgonovo E., Castaings W., Tarantola S. Model emulation and moment-independent sensitivity analysis: an application to environmental modelling. Environ. Model. Softw. 2012, 34:105-115.
    • (2012) Environ. Model. Softw. , vol.34 , pp. 105-115
    • Borgonovo, E.1    Castaings, W.2    Tarantola, S.3
  • 4
    • 70450222060 scopus 로고    scopus 로고
    • Local polynomial estimation for sensitvity analysis of models with correlated inputs
    • Da Veiga S., Wahl F., Gamboa F. Local polynomial estimation for sensitvity analysis of models with correlated inputs. Technometrics 2009, 51(4):452-463.
    • (2009) Technometrics , vol.51 , Issue.4 , pp. 452-463
    • Da Veiga, S.1    Wahl, F.2    Gamboa, F.3
  • 5
    • 0030121081 scopus 로고    scopus 로고
    • Importance measures in global sensitivity analysis
    • Homma T., Saltelli A. Importance measures in global sensitivity analysis. Reliab. Eng. Syst. Saf. 1996, 52:1-17.
    • (1996) Reliab. Eng. Syst. Saf. , vol.52 , pp. 1-17
    • Homma, T.1    Saltelli, A.2
  • 6
    • 84933516758 scopus 로고
    • Adistribution-free approach to inducing rank correlation among input variables
    • Iman R.I., Conover W.J. Adistribution-free approach to inducing rank correlation among input variables. Commun. Stat. Simul. Comput. 1982, 11:311-334.
    • (1982) Commun. Stat. Simul. Comput. , vol.11 , pp. 311-334
    • Iman, R.I.1    Conover, W.J.2
  • 7
    • 84856230526 scopus 로고    scopus 로고
    • Estimation of global sensitivity indices for models with dependent variables
    • Kucherenko S., Tarantola S., Annoni P. Estimation of global sensitivity indices for models with dependent variables. Comput. Phys. Commun. 2012, 183:937-946.
    • (2012) Comput. Phys. Commun. , vol.183 , pp. 937-946
    • Kucherenko, S.1    Tarantola, S.2    Annoni, P.3
  • 9
    • 50849144364 scopus 로고    scopus 로고
    • Nataf transformation based point estimate method
    • Li H., Lu Z., Yuan X. Nataf transformation based point estimate method. Chin. Sci. Bull. 2008, 53(17):2586-2592.
    • (2008) Chin. Sci. Bull. , vol.53 , Issue.17 , pp. 2586-2592
    • Li, H.1    Lu, Z.2    Yuan, X.3
  • 10
    • 0001228444 scopus 로고
    • Multivariate distribution models with prescribed marginals and covariances
    • Liu P.L., Kiureghian A.D. Multivariate distribution models with prescribed marginals and covariances. Probab. Eng. Mech. 1986, 1(2):105-112.
    • (1986) Probab. Eng. Mech. , vol.1 , Issue.2 , pp. 105-112
    • Liu, P.L.1    Kiureghian, A.D.2
  • 11
    • 84866319668 scopus 로고    scopus 로고
    • Variance-based sensitivity indices for models with dependent inputs
    • Mara T.A., Tarantola S. Variance-based sensitivity indices for models with dependent inputs. Reliab. Eng. Syst. Saf. 2012, 107:115-121.
    • (2012) Reliab. Eng. Syst. Saf. , vol.107 , pp. 115-121
    • Mara, T.A.1    Tarantola, S.2
  • 13
    • 84927731331 scopus 로고    scopus 로고
    • An introduction to sensitivity assessment of simulation models
    • Norton J. An introduction to sensitivity assessment of simulation models. Environ. Model. Softw. 2015, 69:166-174.
    • (2015) Environ. Model. Softw. , vol.69 , pp. 166-174
    • Norton, J.1
  • 14
    • 2642573771 scopus 로고    scopus 로고
    • Probabilistic sensitivity analysis of complex models: a Bayesian approach
    • Oakley J.E., O'Hagan A. Probabilistic sensitivity analysis of complex models: a Bayesian approach. J.R. Stat. Soc. B 2004, 66:751-769.
    • (2004) J.R. Stat. Soc. B , vol.66 , pp. 751-769
    • Oakley, J.E.1    O'Hagan, A.2
  • 17
    • 84921801403 scopus 로고    scopus 로고
    • Asimple and efficient method for global sensitivity analysis based on cumulative distribution functions
    • Pianosi F., Wagener T. Asimple and efficient method for global sensitivity analysis based on cumulative distribution functions. Environ. Model. Softw. 2015, 67:1-11.
    • (2015) Environ. Model. Softw. , vol.67 , pp. 1-11
    • Pianosi, F.1    Wagener, T.2
  • 18
    • 84872912259 scopus 로고    scopus 로고
    • Global sensitivity measures from given data
    • Plischke E., Borgonovo E., Smith C.L. Global sensitivity measures from given data. Eur. J. Oper. Res. 2013, 226(3):536-550.
    • (2013) Eur. J. Oper. Res. , vol.226 , Issue.3 , pp. 536-550
    • Plischke, E.1    Borgonovo, E.2    Smith, C.L.3
  • 19
    • 35348954821 scopus 로고    scopus 로고
    • State dependent parameter metamodelling and sensitivity analysis
    • Ratto M., Pagano A., Young P. State dependent parameter metamodelling and sensitivity analysis. Comput. Phys. Commun. 2007, 117(11):863-876.
    • (2007) Comput. Phys. Commun. , vol.117 , Issue.11 , pp. 863-876
    • Ratto, M.1    Pagano, A.2    Young, P.3
  • 20
    • 0000301907 scopus 로고
    • Remarks on the multivariate transformation
    • Rosenblatt M. Remarks on the multivariate transformation. Ann. Math. Stat. 1952, 43:470-472.
    • (1952) Ann. Math. Stat. , vol.43 , pp. 470-472
    • Rosenblatt, M.1
  • 21
    • 0037093163 scopus 로고    scopus 로고
    • Making best use of model evaluations to compute sensitivity indices
    • Saltelli A. Making best use of model evaluations to compute sensitivity indices. Comput. Phys. Commun. 2002, 145:280-297.
    • (2002) Comput. Phys. Commun. , vol.145 , pp. 280-297
    • Saltelli, A.1
  • 22
    • 0025229826 scopus 로고
    • Non-parametric statistics in sensitivity analysis for model output: a comparison of selected techniques
    • Saltelli A., Marivoet J. Non-parametric statistics in sensitivity analysis for model output: a comparison of selected techniques. Reliab. Eng. Syst. Saf. 1990, 28:229-253.
    • (1990) Reliab. Eng. Syst. Saf. , vol.28 , pp. 229-253
    • Saltelli, A.1    Marivoet, J.2
  • 23
    • 0036744550 scopus 로고    scopus 로고
    • On the relative importance of input factors in mathematical models: safety assessment for nuclear waste disposal
    • Saltelli A., Tarantola S. On the relative importance of input factors in mathematical models: safety assessment for nuclear waste disposal. J.Am. Stat. Assoc. 2002, 97:702-709.
    • (2002) J.Am. Stat. Assoc. , vol.97 , pp. 702-709
    • Saltelli, A.1    Tarantola, S.2
  • 24
    • 0000760143 scopus 로고
    • Sensitivity estimates for nonlinear mathematical models
    • Sobol' I.M. Sensitivity estimates for nonlinear mathematical models. Math. Mod. Comput. Exp. 1993, 1:407-414.
    • (1993) Math. Mod. Comput. Exp. , vol.1 , pp. 407-414
    • Sobol', I.M.1
  • 25
    • 0034926426 scopus 로고    scopus 로고
    • Global sensitivity indices for nonlinear mathematical models and their monte carlo estimates
    • Sobol' I.M. Global sensitivity indices for nonlinear mathematical models and their monte carlo estimates. Math. Comput. Simul. 2001, 55:271-280.
    • (2001) Math. Comput. Simul. , vol.55 , pp. 271-280
    • Sobol', I.M.1
  • 26
    • 84887404485 scopus 로고    scopus 로고
    • Decoupling correlated and uncorrelated uncertainty contributions for nonlinear models
    • Xu C. Decoupling correlated and uncorrelated uncertainty contributions for nonlinear models. Appl. Math. Model 2013, 37:9950-9969.
    • (2013) Appl. Math. Model , vol.37 , pp. 9950-9969
    • Xu, C.1
  • 27
    • 39749179857 scopus 로고    scopus 로고
    • Ageneral first-order global sensitivity analysis method
    • Xu C., Gertner G.Z. Ageneral first-order global sensitivity analysis method. Reliab. Eng. Syst. Saf. 2008, 93:1060-1071.
    • (2008) Reliab. Eng. Syst. Saf. , vol.93 , pp. 1060-1071
    • Xu, C.1    Gertner, G.Z.2
  • 28
    • 43249096987 scopus 로고    scopus 로고
    • Uncertainty and sensitivity analysis for models with correlated parameters
    • Xu C., Gertner G.Z. Uncertainty and sensitivity analysis for models with correlated parameters. Reliab. Eng. Syst. Saf. 2008, 93:1563-1573.
    • (2008) Reliab. Eng. Syst. Saf. , vol.93 , pp. 1563-1573
    • Xu, C.1    Gertner, G.Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.