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GAUSSIAN

 

The search statistic used by PSS is

 

where is the data value in pixel , is its variance, and is the point spread function (psf) amplitude integrated over pixel arising from a point source at position . The form of this psf could in general be position-dependent. The pixels are assumed to be regularly spaced and the summations in (13) extend over all pixels for which p is significantly greater than zero (see discussion below).

The numerator in equation (13) is just the weighted cross-correlation of the data with the psf, whilst the denominator is its standard deviation -- hence is a measure of source significance. The search threshold should obviously be set to avoid large numbers of spurious detections. For a threshold value , one expects to get typically spurious detections, where is the area of the field being searched, is the area under the psf, and is the integrated probability under the upper tail of a unit normal distribution, beyond the value ; e.g. for respectively.

This all assumes that any background has been removed from the data d -- if not then it will contribute to the value of and will increase the incidence of spurious detections.





Asterix
Tue Oct 7 12:03:17 BST 1997