Figure 3.

Preprocessing results for three exemplar participants illustrating the GIMME work flow. On the left, composite scores from each of the five personality factors are plotted by diary day. Transparent gray bars indicate days with missing data, imputed with the individual’s local average, and thin lines indicate personality factors with significant linear trends (at p < .05). On the right, standardized residuals from the linear regression of time on personality factor plotted by day. These residuals remove the linear trends from the data, and were subsequently entered into GIMME.