gemseo.uncertainty.statistics.tolerance_interval.normal module#

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

class NormalToleranceInterval(size, mean, std)[source]#

Bases: BaseToleranceInterval

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

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

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.