gemseo / uncertainty / statistics / tolerance_interval

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normal module

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

class gemseo.uncertainty.statistics.tolerance_interval.normal.NormalToleranceInterval(size, mean, std)

Bases: ToleranceInterval

Computation of tolerance intervals from a data-fitted normal 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.

• mean (float) – The estimation of the mean of the normal distribution.

• std (float) – The estimation of the standard deviation of the normal distribution.