Is VARS more intuitive and efficient than Sobol' indices?

[1]  William Becker,et al.  Metafunctions for benchmarking in sensitivity analysis , 2020, Reliab. Eng. Syst. Saf..

[2]  A. Saltelli,et al.  The battle of total-order sensitivity estimators. , 2020 .

[3]  T. Smith,et al.  Understanding the role of hydrologic model structures on evapotranspiration-driven sensitivity , 2020 .

[4]  S. Funtowicz,et al.  The technique is never neutral. How methodological choices condition the generation of narratives for sustainability , 2020, Environmental Science & Policy.

[5]  D. Timlin,et al.  Coupled model of surface runoff and surface-subsurface water movement , 2020 .

[6]  S. Déry,et al.  Sensitivity analysis and uncertainty assessment in water budgets simulated by the variable infiltration capacity model for Canadian subarctic watersheds , 2020, Hydrological Processes.

[7]  Andrea Saltelli,et al.  A sensitivity analysis of the PAWN sensitivity index , 2019, Environ. Model. Softw..

[8]  Tyler Smith,et al.  Predicting the temporal transferability of model parameters through a hydrological signature analysis , 2019, Frontiers of Earth Science.

[9]  A. Saltelli,et al.  A short comment on statistical versus mathematical modelling , 2019, Nature Communications.

[10]  Saman Razavi,et al.  VARS-TOOL: A toolbox for comprehensive, efficient, and robust sensitivity and uncertainty analysis , 2019, Environ. Model. Softw..

[11]  Michael Obersteiner,et al.  Practice and perspectives in the validation of resource management models , 2018, Nature Communications.

[12]  Francesca Pianosi,et al.  Distribution-based sensitivity analysis from a generic input-output sample , 2018, Environ. Model. Softw..

[13]  Philip Marsh,et al.  Diagnosis of the hydrology of a small Arctic basin at the tundra-taiga transition using a physically based hydrological model , 2017 .

[14]  Thierry Alex Mara,et al.  Addressing factors fixing setting from given data: A comparison of different methods , 2017, Environ. Model. Softw..

[15]  Roberto Confalonieri,et al.  Sensitivity analysis of a sensitivity analysis: We are likely overlooking the impact of distributional assumptions , 2016 .

[16]  Emanuele Borgonovo,et al.  Sensitivity analysis: A review of recent advances , 2016, Eur. J. Oper. Res..

[17]  H. Gupta,et al.  A new framework for comprehensive, robust, and efficient global sensitivity analysis: 1. Theory , 2016 .

[18]  H. Gupta,et al.  A new framework for comprehensive, robust, and efficient global sensitivity analysis: 2. Application , 2016 .

[19]  L. Vogt.  Statistics For Spatial Data , 2016 .

[20]  Saman Razavi,et al.  What do we mean by sensitivity analysis? The need for comprehensive characterization of “global” sensitivity in Earth and Environmental systems models , 2015 .

[21]  Francesca Pianosi,et al.  A simple and efficient method for global sensitivity analysis based on cumulative distribution functions , 2015, Environ. Model. Softw..

[22]  B. Croke,et al.  Addressing ten questions about conceptual rainfall–runoff models with global sensitivity analyses in R , 2013 .

[23]  Emanuele Borgonovo,et al.  Invariant Probabilistic Sensitivity Analysis , 2013, Manag. Sci..

[24]  T. Klein,et al.  Asymptotic normality and efficiency of two Sobol index estimators , 2013, 1303.6451.

[25]  Galit Shmueli,et al.  On information quality , 2012, SSRN Electronic Journal.

[26]  Jeremy E. Oakley,et al.  Managing structural uncertainty in health economic decision models: a discrepancy approach , 2012 .

[27]  Nilay Shah,et al.  The identification of model effective dimensions using global sensitivity analysis , 2011, Reliab. Eng. Syst. Saf..

[28]  F. Pappenberger,et al.  The impact of weather forecast improvements on large scale hydrology: analysing a decade of forecasts of the European Flood Alert System , 2010 .

[29]  Elmar Plischke,et al.  An effective algorithm for computing global sensitivity indices (EASI) , 2010, Reliab. Eng. Syst. Saf..

[30]  Paola Annoni,et al.  Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index , 2010, Comput. Phys. Commun..

[31]  Richard J. Smith.  Use and misuse of the reduced major axis for line-fitting. , 2009, American journal of physical anthropology.

[32]  A. Baranchuk.  El jardn de los senderos que se bifurcan , 2009 .

[33]  Emanuele Borgonovo,et al.  A new uncertainty importance measure , 2007, Reliab. Eng. Syst. Saf..

[34]  Alain Pietroniro,et al.  Development of the MESH modelling system for hydrological ensemble forecasting of the Laurentian Great Lakes at the regional scale , 2006 .

[35]  Anthony J. Jakeman,et al.  Ten iterative steps in development and evaluation of environmental models , 2006, Environ. Model. Softw..

[36]  Agus Sudjianto,et al.  Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design , 2006 .

[37]  D. Makowski,et al.  Chapter 3 Uncertainty and sensitivity analysis for crop models , 2006 .

[38]  S. Sorooshian,et al.  A Shuffled Complex Evolution Metropolis algorithm for optimization and uncertainty assessment of hydrologic model parameters , 2002 .

[39]  A. Saltelli,et al.  On the Relative Importance of Input Factors in Mathematical Models , 2002 .

[40]  Andrea Saltelli,et al.  Sensitivity Analysis for Importance Assessment , 2002, Risk analysis : an official publication of the Society for Risk Analysis.

[41]  Petra Döll,et al.  Global modeling of irrigation water requirements , 2002 .

[42]  Stefano Tarantola,et al.  Can global sensitivity analysis steer the implementation of models for environmental assessments and decision-making? , 2002 .

[43]  M. Jansen.  Analysis of variance designs for model output , 1999 .

[44]  I. Sobol,et al.  Sensitivity Measures, ANOVA-like Techniques and the Use of Bootstrap , 1997 .

[45]  A. Saltelli,et al.  Importance measures in global sensitivity analysis of nonlinear models , 1996 .

[46]  Saltelli Andrea,et al.  Sensitivity Analysis for Nonlinear Mathematical Models. Numerical ExperienceSensitivity Analysis for Nonlinear Mathematical Models. Numerical Experience , 1995 .

[47]  P. Steerenberg,et al.  Targeting pathophysiological rhythms: prednisone chronotherapy shows sustained efficacy in rheumatoid arthritis. , 2010, Annals of the rheumatic diseases.

[48]  Max D. Morris,et al.  Factorial sampling plans for preliminary computational experiments , 1991 .

[49]  I. Sobol.  Uniformly distributed sequences with an additional uniform property , 1976 .

[50]  I. Sobol.  On the distribution of points in a cube and the approximate evaluation of integrals , 1967 .

[51]  I. Richard Savage,et al.  CONTRIBUTIONS TO THE THEORY OF RANK ORDER STATISTICS THE TWO SAMPLE CASE: FINE STRUCTURE OF THE ORDERING OF PROBABILITIES OF RANK ORDERS , 1956 .

[52]  K. N. Dollman,et al.  - 1 , 1743 .