Which of the following can be used to test the hypothesis that two nominal variables are related?
Select one:
a. A contingency table analysis
b. A goodness-of-fit
c. ANOVA
d. A regression analysis
The chi square test of independence is a hypothesis test which is used to test the relationship between two nominal or categorical variables, This test involves in the usage of a contingency table, wherein Observed values are given and expected values are calculated as per the given contingency table.
Therefore Option a: A contingency table analysis.
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None of the other 3 tests the relationship between 2 nominal variables.
A goodness of fit test checks if a set of data comes from a population from which it is sampled.
ANOVA (Analysis of variance) compares the means of 3 or more quantitative variables
A regression analysis is used to check the strength of the relationship between a dependent variable and 2 or more independent variables.
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