Compute Global Sensitivity Analysis Indices Using Optimal Transport


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Documentation for package ‘gsaot’ version 1.0.0

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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 Calculate Optimal Transport sensitivity indices for multivariate y
ot_indices_1d Evaluate Optimal Transport indices on one dimensional outputs
ot_indices_smap Evaluate sensitivity maps using Optimal Transport indices
ot_indices_wb Evaluate 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