In this paper, we derive the exact formulae for several GOF test
statistics that should be applied where there exist incomplete samples with an unknown number of missing
data and propose two new statistics to determine the goodness of fit in the upper tail that can be used
for loss models where the accuracy of the upper tail estimate is of central concern