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By the analysis of sensitivity indices the most sensitive parameter is (mu_{v}).
Water availability had higher sensitivity indices than temperature.
Matsuda, M. & DeFronzo, R. A. Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp.
Sobol′ sensitivity indices were evaluated to identify influential input parameters.
Matsuda, M. & DeFronzo, R.A. Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp.
The numerical examples show the difference between the new sensitivity indices and the covariance decomposition based sensitivity indices.
Many traditional global sensitivity indices can be considered as dependence measures of model input and output.
The convergence of the sensitivity indices is achieved through the bootstrapping technique.
The first-order and total-effect sensitivity indices are determined first.
It is shown that the ANN greatly reduces computational costs for estimating Sobol' sensitivity indices.
This is particularly true when the sensitivity indices and model/scenario probabilities vary substantially.
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