Interpreting Chi-Square Test Results

Question

Which conclusion is most consistent with a chi-square test for independence that resulted in a small test statistic and a high $$P$$-value?

Accepted Answer

There is insufficient evidence to suggest an association between the two categorical variables.

Answer

The variables are dependent based on the low test statistic.

Answer

The test result indicates a significant relationship due to the high $$P$$-value.

Answer

There is strong evidence of a significant association between the variables.