Gamma Regression: The gamma distribution is used to model non-negative data that has an inherent right skew, such as income.
Poisson regression uses the following cost function:
The poisson distribution is specified by one parameter lambda that represents both the mean and variance of the distribution.
In many data generation processes for count data, it is possible that a lot of observations will have a count of zero.
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