# Uncertainty¶

How the uncertain inputs of a model impact its outputs.

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

Correlation analysis

Morris 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