Modeling & Regression

Beyond comparing groups, we often want to model the relationship between variables. This block develops correlation and linear regression, extends to multiple linear regression with principled model comparison, tackles nonlinear regression for systems such as reaction kinetics and dose–response curves, and treats the analysis of categorical and discrete outcomes. Case Studies II applies the full modeling workflow from raw data to a justified model.