Generalized Estimating Equations (GEE) are a method for analyzing correlated response data, such as repeated measurements on the same subject or observations clustered within groups. GEE extends the framework of Generalized Linear Models (GLMs) to situations where the assumption of independence between observations is not appropriate.
Category Archives: Poisson regression
Poisson regression (Generalized linear model GLM)
Poisson regression is fundamental to the modeling of count data. It is the simplest count regression model; and similar to regular multiple linear regression except that the dependent variable is an observed count that follows the Poisson distribution.