Sensitivity Analysis

Sobol indices

Refer to Sensitivity analysis using Sobol’ indices.

CorrelationAnalysis(*args)	Correlation analysis methods.
ANCOVA(*args)	ANalysis of COVAriance method (ANCOVA).
FAST(*args)	Fourier Amplitude Sensitivity Testing (FAST).
experimental.RankSobolSensitivityAlgorithm(*args)	Sensitivity analysis using rank-based method.
SobolIndicesAlgorithm(*args)	Sensitivity analysis.
MartinezSensitivityAlgorithm(*args)	Sensitivity analysis using Martinez method.
SaltelliSensitivityAlgorithm(*args)	Sensitivity analysis using Saltelli method.
JansenSensitivityAlgorithm(*args)	Sensitivity analysis using Jansen method.
MauntzKucherenkoSensitivityAlgorithm(*args)	Sensitivity analysis using MauntzKucherenko method.
SobolIndicesExperiment(*args)	Experiment to computeSobol' indices.
SobolSimulationAlgorithm(*args)	Sobol indices computation using iterative sampling.
SobolSimulationResult(*args)	Sobol simulation result.

HSIC Indices

HSICStat(*args)	Base class of HSICStat.
HSICUStat(*args)	Unbiased HSIC statistics.
HSICVStat(*args)	Biased HSIC statistics.
HSICEstimator(*args)	Base class of HSIC estimators.
HSICEstimatorConditionalSensitivity(*args)	Implement a HSIC estimator for conditional analysis.
HSICEstimatorGlobalSensitivity(*args)	Implement a HSIC estimator for global analysis.
HSICEstimatorTargetSensitivity(*args)	Implement a HSIC estimator for target analysis.