sentences:  If the model deviance is significantly smaller than the null deviance then one can conclude that the predictor or set of predictors significantly improved model fit.This is analogous to the F-test used in linear regression analysis to assess the significance of prediction.In most cases, the exact distribution of the likelihood ratio corresponding to specific hypotheses is very difficult to determine.