Chi-square and Poissonian Data: Biases Even in the High-Count Regime and How to Avoid them

Philip J. Humphrey, Wenhao Liu, David A. Buote

We demonstrate that two approximations to the chi^2 statistic as popularly employed by observational astronomers for fitting Poisson-distributed data can give rise to intrinsically…