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2008, 1. Aufl., ISBN 9780470059975, x, 292
Complex mathematical and computational models are used in all areas of society and technology and yet model based science is increasingly contested or refuted,... 
Sensitivity theory (Mathematics) | Analyse globale (Mathématiques) | Global analysis (Mathematics) | Mathematical models | Théorie de la sensibilité (Mathématiques) | Modèles mathématiques | Applied Probability & Statistics - Models
Book
Environmental Modelling and Software, ISSN 1364-8152, 08/2015, Volume 70, pp. 80 - 85
Global Sensitivity Analysis (GSA) is increasingly used in the development and assessment of environmental models. Here we present a Matlab/Octave toolbox for... 
Octave | Open-source software | Global Sensitivity Analysis | Matlab | ENVIRONMENTAL SCIENCES | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | UNCERTAINTIES | MODELS | ENGINEERING, ENVIRONMENTAL | IDENTIFICATION | Sensitivity analysis | Tools | Complement | Models | Modelling | Assessments | Source code
Journal Article
Reliability Engineering and System Safety, ISSN 0951-8320, 2008, Volume 93, Issue 7, pp. 964 - 979
Journal Article
Renewable and Sustainable Energy Reviews, ISSN 1364-0321, 04/2013, Volume 20, pp. 411 - 419
Sensitivity analysis plays an important role in building energy analysis. It can be used to identify the key variables affecting building thermal performance... 
Correlated inputs | Variance-based method | Sensitivity analysis | Building energy | Global method | PERFORMANCE SIMULATION | LINEAR-REGRESSION | DESIGN | APARTMENT BUILDINGS | ENERGY & FUELS | MODELS | UNCERTAINTY ANALYSIS | RELATIVE IMPORTANCE | SIMULATION PROGRAMS | PRACTICAL APPLICATION | VARIABLE IMPORTANCE | Architecture and energy conservation | Analysis
Journal Article
Environmental Modelling and Software, ISSN 1364-8152, 05/2015, Volume 67, pp. 1 - 11
Journal Article
Science of the Total Environment, ISSN 0048-9697, 10/2016, Volume 568, pp. 666 - 670
The majority of published sensitivity analyses (SAs) are either local or one factor-at-a-time (OAT) analyses, relying on unjustified assumptions of model... 
Global sensitivity analysis | Chemical modelling | Sensitivity analysis | Bibliometric analysis | ENVIRONMENTAL SCIENCES
Journal Article
Applied Mathematical Modelling, ISSN 0307-904X, 09/2017, Volume 49, pp. 587 - 598
•An orthogonal polynomial kernel function is proposed for SVR model.•An iteration scheme is introduced to optimize the proposed kernel function.•Sobol’ indices... 
Global sensitivity analysis | Support vector regression | Orthogonal polynomials kernel function | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | MECHANICS | ENGINEERING, MULTIDISCIPLINARY | MODEL | Gay-straight alliances
Journal Article
Reliability Engineering and System Safety, ISSN 0951-8320, 02/2017, Volume 158, pp. 50 - 57
Distribution based sensitivity analysis (DSA) computes sensitivity of the input random variables with respect to the change in distribution of output response.... 
Global sensitivity analysis | Structural mechanics | Uncertainty analysis | PCFE | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | UNCERTAINTY IMPORTANCE | QUANTIFICATION | NUMERICAL APPROACH | MODEL | PARAMETERS | ENGINEERING, INDUSTRIAL | NONLINEAR STRUCTURAL SYSTEMS
Journal Article
Renewable and Sustainable Energy Reviews, ISSN 1364-0321, 09/2016, Volume 62, pp. 495 - 506
The Ångström–Prescott equation defines generically the relationship between solar energy available at ground level and sunshine duration. From the very... 
Ångström–Prescott equation | Clearness index | Relative sunshine | Ångström-Prescott equation | REGRESSION | Angstrom-Prescott equation | GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY | ENERGY & FUELS | GLOBAL SOLAR-RADIATION | FORMULA | SUNSHINE DURATION | PREDICTION | IRRADIATION | DIFFUSE | COEFFICIENTS | Rankings | Models | Analysis | Solar energy
Journal Article
Ecological Modelling, ISSN 0304-3800, 11/2016, Volume 340, pp. 57 - 63
•We propose a method to quantify the impact of parameter distributions on SA results.•We generated parameter distributions by resampling literature data.•SA... 
Sobol’ method | WARM rice model | Global sensitivity analysis | Uncertainty | Ideotyping | Parameter distribution | CALIBRATION | YIELD | ENVIRONMENTAL-MODELS | SIMULATION | ESTABLISHMENT | TEMPERATURE | RICE CULTIVARS | GROWTH | SYSTEMS | ECOLOGY | Sobol' method | CROPSYST | Parameters | Sensitivity analysis | Statistical analysis | Parameter uncertainty | Samples | Mathematical models | Electric power distribution
Journal Article