Complicated models from astrophysical theory are often fit to observational data. An example from X-ray astronomy, fitting a complicated thermal model with several temperatures to a spectrum from the Chandra X-ray Observatory, is considered here. First, `chi-square minimization' is commonly used for fitting functions often disregard mathematical assumptions. Second, the use of the...