Perturbed-Law based sensitivity Indices (PLI) for quantile
and simultaneous perturbations of 2 inputs
Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
Distributed Evaluation of Local Sensitivity Analysis
Decoupling Simulations and Estimations
Morris's Elementary Effects Screening Method
Optimal Poincare constants for Derivative-based Global Sensitivity Measures (DGSM)
Extended Fourier Amplitude Sensitivity Test
Perturbed-Law based sensitivity Indices (PLI) for failure probability
Perturbed-Law based sensitivity Indices (PLI) for superquantile
Support index functions: Measuring the effect of input variables over their support
Monte Carlo Estimation of Sobol' Indices (improved formulas of Mauntz: Sobol et al. (2007) and Saltelli et al. (2010))
Monte Carlo Estimation of Sobol' Indices (scheme by Saltelli 2002)
Partial Correlation Coefficients
Estimation of Sobol' First Order Indices with B-spline Smoothing
Sensitivity Analysis
Sensitivity Indices based on Hilbert-Schmidt Independence Criterion (HSIC)
Perturbed-Law based sensitivity Indices (PLI) for quantile
Monte Carlo Estimation of Sobol' Indices (formulas of Janon-Monod)
Kriging-based sensitivity analysis
Monte Carlo Estimation of Sobol' Indices via matrix permutations
Liu and Owen Estimation of Total Interaction Indices
Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011))
Sobol' Indices Estimation Using Replicated OA-based LHS
Monte Carlo Estimation of Sobol' Indices (improved formulas of Owen (2013)
Estimation of Shapley effects by examining all permutations of inputs
(Agorithm of Song et al, 2016), in cases of independent or dependent inputs
Estimation of Shapley effects by random permutations of inputs
(Agorithm of Song et al, 2016), in cases of independent or dependent inputs
Pick-freeze Estimation of Total Interaction Indices
Morris's Elementary Effects Screening Method for Multidimensional Outputs
Generate parameter sets
Monte Carlo Estimation of Sobol' Indices (improved formulas of Jansen (1999) and Saltelli et al. (2010))
Monte Carlo Estimation of Aggregated Sobol' Indices for multiple and functional outputs
Truncated distributions
Monte Carlo Estimation of Sobol' Indices (formulas of Martinez (2011) and Touati (2016))
Sobol' Indices estimation under inequality constraints
Monte Carlo Estimation of Sobol' Indices based on Saltelli schemes
Replace Values in a Template Text
Test Models for Sensitivity Analysis
Sensitivity Indices based on Csiszar f-divergence
Sequential Bifurcations
Estimation of Shapley effects from data using nearest neighbors method
Monte Carlo Estimation of Sobol' Indices
Standardized Regression Coefficients
Support index functions: Measuring the effect of input variables over their support