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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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