In epidemiological research, the LRT can be applied in various contexts, such as:
- Comparing Models: To determine whether a more complex model that includes additional predictors provides a significantly better fit to the data than a simpler model. - Assessing Risk Factors: To evaluate whether adding a new risk factor to a model significantly improves the prediction of a health outcome. - Genetic Association Studies: To test whether genetic variants are associated with a disease.