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