fcaz.stats

Distribution tools that extend scipy.stats with actuarial transformations.

Everything here follows the scipy conventions: invexpon(scale=theta) is used like scipy.stats.expon(scale=theta), and Mixture returns an object with the frozen-distribution methods (pdf, cdf, sf, ppf, rvs, mean) plus hf and chf.

Distributions

invexpon	Inverse exponential continuous random variable.
Mixture(dists, weights)	Finite mixture of frozen distributions (i.e., those with parameters already fixed).

Hazard functions

hf(dist, x)	Hazard function of a frozen distribution (i.e., one with parameters already fixed).
chf(dist, x)	Cumulative hazard function of a frozen distribution (i.e., one with parameters already fixed).