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Fix broken negative binomial sampling#327

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KOVALW wants to merge 1 commit intostatrs-dev:masterfrom
KOVALW:wtk-negbin-sample-fix
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Fix broken negative binomial sampling#327
KOVALW wants to merge 1 commit intostatrs-dev:masterfrom
KOVALW:wtk-negbin-sample-fix

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@KOVALW KOVALW commented Feb 12, 2025

Description

The negative binomial distribution sampler is not working because gamma is parameterized to sample using rate rather than scale. The original input was the scale as a function of self.p leading to incorrect samples for the specified distribution. The sample_unchecked is now supplied with the rate calculated from self.p and a test is provided to ensure behavior is in agreement with the theoretical mean and variance of the specified distribution.

@KOVALW KOVALW closed this Feb 12, 2025
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KOVALW commented Feb 12, 2025

Premature PR, replaced with #328

@KOVALW KOVALW changed the title Switched sample to be correct for gamma rate parameterization Fix broken negative binomial sampling Feb 12, 2025
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