A quantile probability (QP) plot of choice and RT data from a
hypothetical decision-making experiment with three levels of stimulus
difficulty. The three difficulty levels are represented as vertical columns
mirrored around the midpoint of the x-axis (0.5). In this
example, the lowest accuracy condition had ~55% correct responses, so the RTs
for correct responses in this condition are located at 0.55 on the
x-axis and the corresponding RTs for error responses are
located at 1 − 0.55 = 0.45 on the x-axis; these two RT
distributions are highlighted in gray bars. For each RT distribution we plot
along the y-axis the 10th, 30th, 50th, 70th, 90th percentiles
(i.e., 0.1, 0.3, 0.5, 0.7, 0.9 quantiles), separately for correct and error
responses in each of the three difficulty levels. For clarity, correct responses
are shown in blue and error responses are shown in yellow. (For interpretation
of the references to color in this figure legend, the reader is referred to the
web version of this article.)