This document provides an overview of how to perform and interpret a chi-square test of goodness of fit. The chi-square test determines whether observed data fits the expected results based on a theoretical model or hypothesis. An example calculation is shown for offspring ratios from a genetic cross. The chi-square value is compared to a critical value from tables to determine if the null hypothesis should be rejected or failed to reject.