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Sensitivity Analysis in Practice.(Book Review)
- Article from:
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Technometrics
- Article date:
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May 1, 2005
- Author:
- Wassell, James T.
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Copyright informationCOPYRIGHT 2005 American Statistical Association. This material is published under license from the publisher through the Gale Group, Farmington Hills, Michigan. All inquiries regarding rights should be directed to the Gale Group. (Hide copyright information)
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Sensitivity Analysis in Practice, Andrea SALTELLI, Stefano TARANTOLA, Francesca CAMPOLONGO, and Marco RATTO, Chichester, U.K.: Wiley, 2004, ISBN 0-470-87093-1, xi + 219 pp., $70.00.
Sensitivity analysis is a collection of methods for model diagnostics to determine the relative importance of model input factors. The authors of this book present several settings for the use of sensitivity analysis: determining the effects of input variables on the model output variance, identifying the most influential input variables or subsets of input variables and exploring the regions where specific input variables, are most important. A striking aspect of the book is the consideration ...
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Sensitivity analysis of the Pennsylvania phosphorus index for agricultural...
Journal of Soil and Water Conservation;
July 1, 2005 ;
Brandt, R.C. Elliott, H.A.;
787 words
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Recommended Practice Regarding Selection of Sensitivity Analysis Methods...
Human and Ecological Risk Assessment;
June 1, 2005 ;
Mokhtari, Amirhossein; Frey, H Christopher;
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sensitivity analysis
The Concise Oxford Dictionary of Mathematics;
Christopher Clapham and James Nicholson;
23 words
...sensitivity analysis The varying of parameters in a simulation to discover which parameters have the greatest influence on the features of interest.
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Sensitivity Analysis.(Review)
Technometrics;
August 1, 2001 ;
532 words
...Sensitivity Analysis, edited by Andrea SALTELLI...was new to me. I knew about sensitivity analysis in regression (e.g., see Chatterjee...Price 2000). Chapter 1 ( What Is Sensitivity Analysis? ), verse one, states, Sensitivity...
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[4] Comment.(Statistical Data Included)
Journal of the American Statistical Association;
December 1, 1999 ;
LITTLE, Roderick J. RUBIN, Donald B.;
787 words
......aspects of SRR's work: the role of sensitivity analysis, the importance of using all available...approaches. We agree with SRR that a sensitivity analysis is a rational approach to nonignorable...understandable by substantive researchers, sensitivity analysis has also been used by ...
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Evaluation of Sampling-Based Methods for Sensitivity Analysis: Case Study...
Human and Ecological Risk Assessment;
December 1, 2006 ;
Mokhtari, Amirhossein; Frey, H Christopher;
787 words
......This article evaluates selected sensitivity analysis methods applicable to risk assessment...as a test-bed. Six sampling-based sensitivity analysis methods were evaluated including...nonlinearities in the model. Key Words: sensitivity analysis, microbial food safety process risk...
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A general method for local sensitivity analysis with application to...
Technometrics;
November 1, 2004 ;
Castillo, Enrique Conejo, Antonio Hadi, Ali S. Fernandez-Canteli, Alfonso;
787 words
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Economic valuation of capital projects using neural network metamodels
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January 1, 2003 ;
Chaveesuk, Ravipim; Smith, Alice E;
787 words
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Sensitivity analysis in capital budgeting using crystal ball
Credit & Financial Management Review;
July 1, 2003 ;
Beneda, Nancy; Gokstad, Petter;
787 words
......illustrate how sensitivity analysis and Monte...using static input variables. The techniques...analysis. Sensitivity analysis refers to...suggest that sensitivity analysis in capital...example of sensitivity analysis involves...modify the ...
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Application of probabilistic sensitivity analysis in decision analytic...
Formulary;
January 1, 2002 ;
Shaw, James W; Zachry, Woodie M III;
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Technical note: constructing tornado diagrams with spreadsheets.
Engineering Economist;
June 22, 2006 ;
Eschenbach, Ted G.;
787 words
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ANALYZING MESOSCALE FORECAST SENSITIVITY USING VERY LARGE ENSEMBLES
Bulletin of the American Meteorological Society;
January 1, 2004 ;
Martin, William J; Xue, Ming;
485 words
......to perform an initial condition sensitivity analysis of a mesoscale forecast by using...changes in the forecast. A complete sensitivity analysis would take many millions of model...moisture, we obtained a detailed sensitivity analysis using 2027 different perturbations...
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A metamodel approach to sensitivity analysis of capital project valuation
The Engineering Economist;
October 1, 1997 ;
Sartori, David E; Smith, Alice E;
787 words
......design and multiple regression in the sensitivity analysis of engineering economy or capital...equipment project. INTRODUCTION Sensitivity analysis is an important aspect of any engineering...development of a method for performing sensitivity analysis based on a design of ...
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TECHNICAL NOTE: CONSTRUCTING TORNADO DIAGRAMS WITH SPREADSHEETS
The Engineering Economist;
April 1, 2006 ;
Eschenbach, Ted G;
787 words
......classic tool of sensitivity analysis for decision analysis...edu. INTRODUCTION Sensitivity analysis is needed to address...shown using relative sensitivity analysis charts or spiderplots...studies. Many included sensitivity analysis, but there were...assumptions ...
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A metamodel approach to sensitivity analysis of capital project valuation.
Engineering Economist;
September 22, 1997 ;
Sartori, David E. Smith, Alice E.;
787 words
...INTRODUCTION Sensitivity analysis is an important aspect of...a method for performing sensitivity analysis based on a design of experiments...break even. PREVIOUS WORK IN SENSITIVITY ANALYSIS Many researchers and practitioners...
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