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594.2

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dmbates 
Negative Binomial regression support (#238)

* minor testing

* working on adding negative Binomial support, debugging now

* debugging a division by 0 error

* done with negative Binomial with dispersion parameter fixed. still need to construct more elaborate test cases because conversion may be an issue for non-traditional link functions. the next step is to estimate the dispersion parameter too

* fixed the bug caused by mis-calculating the deviance for negative binomial

* added a test case

* a small test case

* fixed typos

* fixed typos

* added RDatasets as a required package for testing

* added another test to clarify the loglink vs the NB canonical link

* added more details on the two test cases

* done with estimating theta too

* removed redundant struct

* removed redundant println

* took care of PR revew comments

* took care of review comments

* took care of PR review comments

* minor

* addressed more PR comments

* changed 1.0 to 1

* fixed the reparameterization issue

* minor

* added oftype(v, NaN) for type safety

* added oftype(v, NaN) for type safety

* trying latex with md

* adding theta in html

* added negative binomial regression section

* added negative binomial regression section

* put a listing in alphabetical order

* added NegativeBinomialLink to the list

* added InverseGaussian to the doc because it is already supported

448 of 579 relevant lines covered (77.37%)

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Source Files on job 594.2