Missing data: A complete cases approach will be taken, as it is of interest to predict response and remission in participants who have actually taken an antidepressant for the specified period of time. Therefore, only participants who have valid baseline, week 2 and week 6 (±1) HDRS scores will be selected for the main analyses (or valid week 12 data for the secondary analyses of week 12 outcomes).