gemseo / uncertainty / statistics / tolerance_interval

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uniform module

Computation of tolerance intervals from a data-fitted uniform distribution.

class gemseo.uncertainty.statistics.tolerance_interval.uniform.UniformToleranceInterval(size, minimum, maximum)

Bases: BaseToleranceInterval

Computation of tolerance intervals from a data-fitted uniform distribution.

The formulae come from the R library tolerance [1].

[1]

Derek S. Young, *tolerance: An R Package for Estimating Tolerance

Intervals*, Journal of Statistical Software, 36(5), 2010

Parameters:

• size (int) – The number of samples.

• minimum (float) – The estimation of the lower bound of the uniform distribution.

• maximum (float) – The estimation of the upper bound of the uniform distribution.