Adjusted R-squared type measure for exponential dispersion models

An adjusted R-squared type measure for exponential dispersion models, based on Kullback-Leibler divergences, is described and it is proved that the corrected measure is an asymptotically unbiased estimator of the population value, under the null hypotheses of no covariates.