Fix broken negative binomial sampling #328
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Description
The negative binomial distribution sampler is not working because
gamma
is parameterized to sample usingrate
rather thanscale
. The original input was the scale as a function ofself.p
leading to incorrect samples for the specified distribution. Thesample_unchecked
is now supplied with the rate calculated fromself.p
and a test is provided to ensure behavior is in agreement with the theoretical mean and variance of the specified distribution.