J Test, Regression, Model Selection, Statistics, Deep Dives.
statistic. The two competing hypotheses are the same as with the F-test namely: H1: Model D does not fit better than model A H2: Model D fits better than model A Under the assumption that H1 is true, the LR test statistic is Chi-squared distributed with degrees of freedom equal to the difference