J Test, Regression, Model Selection, Statistics, Deep Dives.
unrestricted model B (Image by Author) If the models are nested in the manner described above, tests such as the F-test for regression analysis and the Likelihood Ratio test can be used to select between the constrained and the unconstrained models. The nice thing about the F test and the LR test