Tests for Comparing Weighted Histograms. Review and Improvements
arXiv:1606.06591 · doi:10.1140/epjp/i2017-11481-1
Abstract
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.
25 pages, 5 figures