Njt. Smith et al., STATISTICAL TECHNIQUES DEVELOPED BY THE UKDMC TO CALCULATE THE 90-PERCENT CL UPPER LIMIT OF THE WIMP COMPONENT OF THE GALACTIC DARK-MATTER, Nuclear physics. B, 1996, pp. 67-69
This paper outlines statistical techniques developed by the UK Dark Ma
tter Collaboration to convert the resultant energy spectra from NaI cr
ystal scintillation detectors to a 90% confidence level upper limit to
the rate of the hypothetical weakly interacting massive dark matter p
article, the WIMP. In simple counting systems a chi-square surface min
imisation technique is used, the 90% c.l. arising from Monte Carlo sim
ulations. In detectors that exhibit electron from nuclear recoil discr
imination a comparison between the observed spectrum and that from gam
ma and neutron calibrations is performed with chi-square, Kolmogorov-S
mirnov and Cramer-von-Mises tests to give the most likely signal, with
Monte Carlo simulations again yielding the 90% c.l.