In a Chi-Square Test for Independence the Null Hypothesis Is That?

The Chi-Square test of independence is used to determine if there is a significant relationship between two nominal (categorical) variables. ... The null hypothesis for this test is that there is no relationship between gender and empathy.

What is the null hypothesis for a chi-square test?

The null hypothesis of the Chi-Square test is that no relationship exists on the categorical variables in the population; they are independent.

What is the null hypothesis of independence?

In a test of independence, we state the null and alternative hypotheses in words. Since the contingency table consists of two factors, the null hypothesis states that the factors are independent and the alternative hypothesis states that they are not independent (dependent).

David Miller

David Miller

Executive Financial & Market Analyst

David Miller brings 15 years of experience in global economics, personal finance strategy, and market dynamics. He specializes in turning complex economic trends into actionable insights for everyday readers.