(Top) Result of the Monte-Carlo simulation points (see text for details). The blue circles show the detected events (i.e. with the phase of the fit matching the expected eclipse location ± 2.5% in phase unit), whilst the red dots show non detected events (i.e. the result of the fit not matching the expected phase location ± 2.5%). (Bottom) The detection (blue) and false alarm (red) probability curves derived from the Monte-Carlo simulation. The detection probability – for a given depth – is the ratio between the number of detected events (blue circles) over the total number of events (red plus blue).