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It is often not possible to construct a probability density function thatdescribes the data. This can happen if there is no analytic description, andthe number of parameters is too large so that it is impossible to simulate andtabulate all combinations. In these situations it is still interesting to ranksimulation sets performed with different parameters in how well they compare todata. We propose a solution that appears to be better suited to this task thansome of the obvious alternatives.

Likelihood description for comparing data with simulation of limited statistics