chi-by-eye noun1 •(humorous) the practice of deciding between statistical models based on a plot, rather than a formal procedure.They deem a fit acceptable if a graph of data and model "looks good." This approach is known as chi-by-eye. Luckily, its practitioners get what they deserve. — 2007