gemseo.uncertainty.statistics.tolerance_interval.exponential module

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

class ExponentialToleranceInterval(size, rate, location)

Bases: BaseToleranceInterval

Computation of tolerance intervals from a data-fitted exponential 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

Initialize self. See help(type(self)) for accurate signature.

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.