GRASP Project: NLMIXED Macro Component: Data Structure Analyst: Van Ness The data should be structured as a vertical data set in which there are multiple observations for individuals at several follow-up times. The example below provides an illustration with simulated data. ID Wave Predictor Outcome 1 1 7 1 1 2 2 0 1 3 3 1 1 4 8 1 2 1 1 0 2 2 4 0 2 3 5 1 2 4 9 1 . . .