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