gemseo / uncertainty / statistics / tolerance_interval

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exponential module

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

class gemseo.uncertainty.statistics.tolerance_interval.exponential.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].

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

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.