The author reviews statistical methods commonly applied in economic evaluations that rely on individual patient-level data. The paper includes a review of foundational concepts, unique characteristics of health economic data, and methods developed to address them. The paper then highlights issues that should be considered in the interpretation of findings from economic evaluations.