achieves_planned_objective statistical hypothesis test statistical hypothesis test objective chi square test PERSON: James Malone PERSON: Tina Boussard The chi-square test is a data transformation with the objective of statistical hypothesis testing, in which the sampling distribution of the test statistic is a chi-square distribution when the null hypothesis is true, or any in which this is asymptotically true, meaning that the sampling distribution (if the null hypothesis is true) can be made to approximate a chi-square distribution as closely as desired by making the sample size large enough. chi square test metadata incomplete