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Detection Significance

Since is distributed about its minimum with respect to A (at a fixed point), the probability of can be evaluated by performing a one-tailed test on the statistic. Given the best-fit value , the detection significance is evaluated by noting that that A = 0 falls on the probability P confidence contour, such that

The significance of the detection is then the deviate of a one-tailed normal distribution (one-tailed as negative A are regarded as un-physical) such that

For small values of , P can be readily found using a NAG routine and converted into the a normal deviate. However, for very small P (or equivalently, large ) the NAG routine has overflow problems. The following asymptotic expansion is useful,



Asterix
Tue Oct 7 12:03:17 BST 1997