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A method for parameter sensitivity analysis in differential equation models

 

作者: Robert C. Kohberger,   Donald Scavia,   John W. Wilkinson,  

 

期刊: Water Resources Research  (WILEY Available online 1978)
卷期: Volume 14, issue 1  

页码: 25-29

 

ISSN:0043-1397

 

年代: 1978

 

DOI:10.1029/WR014i001p00025

 

数据来源: WILEY

 

摘要:

A numeric method for analyzing global parameter sensitivity about a fixed point in parameter space for differential equation models is presented. The method is suitable for large‐scale, multiresponse systems which may not be in steady state. By using a quadratic model, the relationship between several global response characteristics and parameter perturbations is examined. Sensitivity relationships are defined with both backward elimination regression model selection procedures and eigenvalue‐eigenvector analyses. An example of the method is given using an ecosystem model consisting of 14 coupled differential equati

 

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