Hypothesis Testing

There are three ways of performing model selection and hypothesis testing within SURPH:

1. Likelihood Ratio Test for testing nested, or hierarchial models,
2. Akaike Information Criteria for non-nested models,
3. Analysis of Deviance for testing group covariate effects.