gemseo.uncertainty.statistics.tolerance_interval.exponential module#

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

class ExponentialToleranceInterval(size, rate, location)[source]#

Bases: BaseToleranceInterval

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

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

Parameters:

  • size (int) -- The number of samples.

  • rate (float) -- The estimation of the rate of the exponential distribution.

  • location (float) -- The estimation of the location of the exponential distribution.