Regarding the chi-square test, which of the following statements is false? X^2 distributions differ based on degrees of freedom Chi-square can test whether categorical variables are independent Chi-square test cannot show us the magnitude of association. The shape of X^2 distribution is not symmetrical If the differences between expected and observed groups are large, the chi-square value will be small