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OCR: Effect Likelihood-Ratio Tests The likelihood ratio chi- square tests are calculated as twice t} difference of the log likelihoods between the full model and model constrained by the hypothesis to be tested (the model without the effect) These tests can take time to because test requires separate set of iterations