Identification and Review of Sensitivity Analysis Methods

By H. Christopher Frey, Sumeet R. Patil. Risk Analysis, 2002

1,057 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/fa0ea8bf5ddd1a56f57f7a885a2924a670f43c03

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Citations in the corpus

Characterising performance of environmental models (2013, methodology): “For more information on sensitivity analysis, see Saltelli et al. (2000), Norton (2008), Frey and Patil (2002), Saltelli and Annoni (2010), Shahsavani and Grimvall (2011), Makler-Pick et al. (2011), Yang (2011), Nossent et al. (2011), Ratto et al. (2012) and Ravalico et al. (2010).”
Sensitivity analysis practices: Strategies for model-based inference (2006, neutral): “[21,22].”
Survey of sampling-based methods for uncertainty and sensitivity analysis (2006, methodology): “(6-66) are replaced by the corresponding Savage scores ss(Oij), where”
A new uncertainty importance measure (2007, methodology): “For example, regression based methods are appropriate when a linear input-output relationship exists (Frey and Patil (2002) [11] discuss limitations).”
A fully multiple-criteria implementation of the Sobol' method for parameter sensitivity analysis (2012, background): “…approach for sensitivity analysis across a wide range of applications [Saltelli, 2002a, 2002b; Saltelli et al., 1999, 2006, 2010; Frey, 2002; Frey and Patil, 2002; EPA, 2009], including hydrological and land surface modeling [Tang et al., 2007a, 2007b; van Werkhoven et al., 2008; Rosero et…”
A Review on Global Sensitivity Analysis Methods (2014, positive): “With respect to such objectives, ﬁrst syntheses on the subject of SA were developed (Kleijnen [43], Frey and Patil [25], Helton et al. [32], Badea and Bolado [4], de Rocquigny et al. [19], Pappenberger et al. [67]).”
Statistical strategies for avoiding false discoveries in metabolomics and related experiments (2007, methodology): “One method would be to use some sort of sensitivity analysis (Frey and Patil, 2002; Oakley and O’Hagan, 2004; Saltelli et al., 2004; White and Kell, 2004; Kell and Knowles, 2006).”
Surrogate-based Analysis and Optimization (2005, methodology): “Note that a screening effort is expected to be economical (require a ble 2 fferent techniques in sensitivity analysis, and application examples, c d Frey and Patil [70], and references therein ethod Scope cal sensitivity analysis Local orris method Global atter plots Global rrelation coefficients Gl”
Global sensitivity analysis in hydrological modeling: Review of concepts, methods, theoretical framework, and applications (2015, positive): “At present, various SA methods (e.g., local or global methods, qualitative or quantitative methods, and screening or refined methods) are used widely in different fields, such as complex engineering systems, economics, physics, and the social sciences (Frey and Patil, 2002; Iman and Helton, 1988).”
Sensitivity in risk analyses with uncertain numbers. (2006, background): “…many manifestations in probabilistic analyses and there are many disparate approaches based on various measures of influence and response (Helton et al. 2006b; Cacuci 2003; Frey and Patil 2002; Frey 2002; Saltelli et al. 2000; Hamby 1994; Helton 1993; Iman and Helton 1988; and references therein).”
Convergence and uncertainty analyses in Monte-Carlo based sensitivity analysis (2011, neutral): “In the literature, SA techniques have been categorized multiple ways (e.g., Saltelli et al., 2000, 2004, 2008; Cacuci, 2003; Frey and Patil, 2002; Iman and Helton, 1988).”
Use of global sensitivity analysis and polynomial chaos expansion for interpretation of nonreactive transport experiments in laboratory‐scale porous media (2011, background): “…experiments in system biology [e.g., Kontoravdi et al., 2005; van Riel, 2006; Kiparissides et al., 2009, and references therein], reliability engineering [e.g., Frey and Patil, 2002; Marrel et al., 2009], and within practices of risk assessment of groundwater pollution [e.g., Volkova et al., 2008].”
Calibration, validation, and sensitivity analysis: What's what (2006, background): “This has been the subject of many previous presentations, for example [69-81].”