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A General Method for Local Sensitivity Analysis With Application to Regression Models and Other Optimization Problems

✍ Scribed by Castillo, Enrique; Hadi, Ali S; Conejo, Antonio; Fernández-Canteli, Alfonso

Book ID
125464428
Publisher
American Statistical Association
Year
2004
Tongue
English
Weight
406 KB
Volume
46
Category
Article
ISSN
0040-1706

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## Abstract A form of sensitivity analysis is described that illustrates the effects that inputs have on outputs of statistical models. The strength and sign of relationships, the types of nonlinearity, and the presence of interactions between inputs can be diagnosed using this technique. Intended