Citation:
Jepma, M., Murphy, P., Nassar, M.R., Rangel-Gomez, M., Meeter, M., Nieuwenhuis, S. (in press). Catecholaminergic regulation of learning rate in a dynamic environment. PLOS Computational Biology.

Correspondence:
Marieke Jepma, m.jepma@fsw.leidenuniv.nl or mariekejepma@gmail.com


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Details for deposited data:

MATLAB file with single-trial behavioral/task data and P3 amplitudes from the 27 participants that were included in our EEG analyses.

ALL_DATA.data contains 27 cells: one cell per participant. Each cell has 8 columns, containing the following information for each of 800 trials (also indicated in ALL_DATA.fields):

- Treatment Order (0 = placebo in session 1/atomoxetine in session 2; 1 = atomoxetine in session 1/placebo in session 2) 	
- Treatment (0 = placebo, 1 = atomoxetine)	
- Noise: SD of the number-generating distribution (10 or 25)
- Absolute prediction error
- Learning rate
- Change-point probability, according to the normative model
- Relative uncertainty, according to the normative model
- P3 Amplitude