SciPy

Exponentiated Weibull DistributionΒΆ

Two positive shape parameters \(a\) and \(c\) and \(x\in\left(0,\infty\right)\)

\[ \begin{eqnarray*} f\left(x;a,c\right) & = & ac\left[1-\exp\left(-x^{c}\right)\right]^{a-1}\exp\left(-x^{c}\right)x^{c-1}\\ F\left(x;a,c\right) & = & \left[1-\exp\left(-x^{c}\right)\right]^{a}\\ G\left(q;a,c\right) & = & \left[-\log\left(1-q^{1/a}\right)\right]^{1/c}\end{eqnarray*}\]

Implementation: scipy.stats.exponweib