Compute Global Sensitivity Analysis Indices Using Optimal Transport


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Documentation for package ‘gsaot’ version 1.1.0

Help Pages

confint.gsaot_indices Compute confidence intervals for sensitivity indices
entropic_bound Entropic lower bounds for entropic optimal transport sensitivity indices
gaussian_fun Multivariate Gaussian linear model evaluation
irrelevance_threshold Irrelevance threshold for optimal transport sensitivity indices
ishi_homma_fun Ishigami-Homma function evaluation
ot_indices Estimate optimal transport sensitivity indices for generic outputs
ot_indices_1d Estimate optimal transport indices on one dimensional outputs
ot_indices_smap Estimate sensitivity maps using optimal transport indices
ot_indices_wb Estimate Wasserstein-Bures approximation of the optimal transport solution
plot.gsaot_indices Plot optimal transport sensitivity indices
plot_comparison Compare sensitivity indices across methods
plot_separations Plot optimal transport local separations
print.gsaot_indices Print optimal transport sensitivity indices information
sobol_fun Sobol G function evaluation
summary.gsaot_indices Summary method for 'gsaot_indices' objects