  Histograms with weighted entries are used to estimate probability density
functions. Computer simulation is the main application of this type of
histograms. A review on chi-square tests for comparing weighted histograms is
presented in this paper. Improvements to these tests that have a size closer to
its nominal value are proposed. Numerical examples are presented for evaluation
and demonstration of various applications of the tests.
