An introduction to sensitivity assessment of simulation models

作者：Norton John^*

来源：Environmental Modelling & Software, 2015, 69: 166-174.

DOI：10.1016/j.envsoft.2015.03.020

• Overview
• Sensitivity analysis
• Simulation models
• Algebraic sensitivity analysis
• Sensitivity index
• Emulators

In view of increasing application of sensitivity assessment (SA) to environmental simulation models, a relatively short, informal introduction to aims and methods of SA is given. Their variety, motivation and scope are illustrated by outlines of a broad selection of approaches. Methods based on derivatives, algebraic analysis, sparse sampling, variance decomposition, Fourier analysis and binary classification are included.

• 出版日期2015-7