Review of Probability Distributions for Modeling Count Data

10 Jan 2020F. William Townes

Count data take on non-negative integer values and are challenging to properly analyze using standard linear-Gaussian methods such as linear regression and principal components analysis. Generalized linear models enable direct modeling of counts in a regression context using distributions such as the Poisson and negative binomial... (read more)

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