When using the chi-square statistic in cross-tabulation,the null hypothesis (H₀)will be rejected only when the probability of obtaining a more extreme value is less than 0.05.

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The significance level for rejecting the null hypothesis (H₀) is typically set at 0.05, meaning that the probability of obtaining a chi-square statistic as extreme or more extreme than the observed one is less than 5% if the null hypothesis is true. Therefore, the null hypothesis will be rejected only when this probability is less than 0.05.

When Using the Chi-Square Statistic in Cross-Tabulation,the Null Hypothesis (H₀)will