What is the Negative Binomial Model?

Many research questions require healthcare economists to measure the effect of various patient, physician or market-level characteristics on specific health events.  Oftentimes, these events are discrete in nature.  For instance, doctor’s visits, ER visits, and hospitalizations are all discrete events. To properly estimate the effect of certain characteristics on a discrete event, count models are needed.  The…