sampling module¶
Estimators of statistic for sampling-based U-MDO formulation.
- class gemseo_umdo.estimators.sampling.Margin(formulation)[source]
Bases:
SamplingEstimator
Estimator of a margin, i.e. mean + factor * deviation.
- Parameters:
formulation (Sampling) – The U-MDO formulation.
- class gemseo_umdo.estimators.sampling.Mean(formulation)[source]
Bases:
SamplingEstimator
Estimator of the expectation, a.k.a.
mean.
- Parameters:
formulation (Sampling) – The U-MDO formulation.
- class gemseo_umdo.estimators.sampling.Probability(formulation)[source]
Bases:
SamplingEstimator
Estimator of a probability.
- Parameters:
formulation (Sampling) – The U-MDO formulation.
- class gemseo_umdo.estimators.sampling.SamplingEstimator(formulation)[source]
Bases:
BaseStatisticEstimator
Base statistic estimator for a U-MDO formulation using sampling.
- Parameters:
formulation (Sampling) – The U-MDO formulation.
- class gemseo_umdo.estimators.sampling.SamplingEstimatorFactory[source]
Bases:
BaseFactory
The factory of
SamplingEstimator
.- Return type:
- class gemseo_umdo.estimators.sampling.StandardDeviation(formulation)[source]
Bases:
Variance
Estimator of the standard deviation.
- Parameters:
formulation (Sampling) – The U-MDO formulation.
- class gemseo_umdo.estimators.sampling.Variance(formulation)[source]
Bases:
SamplingEstimator
Estimator of the variance.
- Parameters:
formulation (Sampling) – The U-MDO formulation.