Uncertainty

How the uncertain inputs of a model impact its outputs.

Parameter space

Parameter space

Probability distributions

Define a probability distribution either from knowledge expert or from data.

Fitting a distribution from data based on OpenTURNS

Fitting a distribution from data based on OpenTURNS

Probability distributions based on OpenTURNS

Probability distributions based on OpenTURNS

Probability distributions based on SciPy

Probability distributions based on SciPy

Sensitivity analysis

Define, propagate, quantify and manage uncertainties.

Comparing sensitivity indices

Comparing sensitivity indices

Correlation analysis

Correlation analysis

Morris analysis

Morris analysis

Sobol’ analysis

Sobol' analysis

Statistics

Estimate statistics from data or get them from probability distributions.

Empirical estimation of statistics

Empirical estimation of statistics

Parametric estimation of statistics

Parametric estimation of statistics

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