What is the best way to predict medication adherence? Logistic vs. LASSO vs. random forest
Let’s say you are studying patients taking Drug A for Disease X. Further assume that you want to identify predictors that a patient is adherent to Drug A. Using health insurance claims data, you define your outcome–medication adherence–as whether the patient had proportion of days covered (PDC) is greater than or equal to 80%, the…