Statistical deviance

Statistical deviance is a quantity whose expected values can be used for statistical hypothesis testing.

It is defined as:

As a function of with treated as fixed, it is -2 times the log-likelihood. In the framework of the generalized linear model, if is the true parameter, follows a Chi-squared distribution.