Top: Kepler data (black points) and the MAP model prediction (blue curve) for a 10-day subset of the month-long data set that was used for the fit. The solid blue line shows the predictive mean, and the blue contours show the predictive standard deviation. Bottom: residuals between the mean predictive model and the data shown in the top figure.