count data regression

In the field of statistical analysis, selecting the appropriate regression model is a fundamental decision that dictates the validity and reliability of all subsequent inferences. When working with data where the outcome variable represents counts—such as frequencies, occurrences, or totals—analysts are primarily faced with choosing between two robust generalized linear models: Poisson regression and Negative […]