Eccentricity results for the synthetic test cases. Top panel: input (grey) and measured (coloured) eccentricities. Bottom panel: deviation from the input eccentricity against the secondary eclipse depth. The scatter in the bottom panel is seen to increase to the left, with decreasing eclipse depth, as the eccentricity depends critically on the identification and measurement of the secondary eclipse.