Chi-square statistic with variance computed from the data.
The chi2datavar statistic was named CHI DVAR in CIAO 3.4.
If the number of counts in each bin is large (> 5), then the shape of the Poisson distribution from which the counts are sampled tends asymptotically towards that of a Gaussian distribution, with variance
sigma(i)^2 = N(i,S) + [A(S)/A(B)]^2 N(i,B) .
The background term appears only if a background region is specified and background subtraction is done. The help file on the chi-square statistic has more information, including definitions of the additional quantities shown in the equation: "ahelp chisquare" .
sherpa> set_stat("chi2datavar") sherpa> show_stat() Statistic: Chi2DataVar
Set the fitting statistic and then confirm the new value.
See the bugs pages on the Sherpa website for an up-to-date listing of known bugs.
- cash, chi2constvar, chi2gehrels, chi2modvar, chi2xspecvar, chisquare, cstat, get_prior, leastsq, list_priors, set_prior, set_sampler, set_stat, wstat