gemseo / uncertainty / statistics / tolerance_interval

Show inherited members

uniform module

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

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

Bases: ToleranceInterval

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

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

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.