Fractional error, fractional uncertainty, and credibility of the population parameters as a function of distance. The parameters were inferred on the uniform synthetic data sets using its corresponding prior family (i.e., uniform), the colors indicate the number of sources, and the line styles show the cases in which the spatial correlations were included (solid) or were neglected (dashed). The lines show the mean of the ten simulations and the shaded areas its standard deviation.