We want to test for a relationship between race/ethnicity and marital status (married/never married/divorced/widowed).Which of the following is the most appropriate statistical test to use to determine if there is a relationship between race and marital status? ANOVA Matched pairs t-test Inference for regression Chi-squared test for independence Two-sample t-test
Question
We want to test for a relationship between race/ethnicity and marital status (married/never married/divorced/widowed).Which of the following is the most appropriate statistical test to use to determine if there is a relationship between race and marital status? ANOVA Matched pairs t-test Inference for regression Chi-squared test for independence Two-sample t-test
Solution
The most appropriate statistical test to use to determine if there is a relationship between race and marital status is the Chi-squared test for independence. This test is used when you have two categorical variables from a single population and you want to see if they are related. Here, the two categorical variables are race/ethnicity and marital status. The Chi-squared test for independence will compare the observed distribution of the categories of one variable to the distribution that would be expected if there is no association between the variables.
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