That is, the probability density of the response Y for continuous response variables, or the probability function for discrete responses, can be expressed as Standard theory for this type of ...

The variance of Y is for the binomial distribution and for the Poisson distribution. Overdispersion occurs when the variance of Y exceeds the Var(y) above. That is, the variance of Y is , where >1.