How Can One Ensure the Validity of Regression Coefficients?
To ensure the validity of regression coefficients, epidemiologists should:
Use appropriate model selection techniques to choose the best-fitting model. Conduct sensitivity analyses to test the robustness of coefficients. Validate models using external data or cross-validation. Check model assumptions such as linearity, independence, and homoscedasticity.
