Question

When would you use a chi-square test, what are its assumptions, and what does the textbook...

When would you use a chi-square test, what are its assumptions, and what does the textbook recommend for reporting its effect size?

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Answer #1

The chi-square statistic is commonly used for testing relationships between categorical variables. There are two types of chi-square tests:

  • A chi-square goodness of fit test determines if a sample data matches a population.
  • A chi-square test for independence compares two categorical variables to see if they are related.

The chi-square statistic requires that the following assumptions are met:

  • The variables should be measured at an ordinal or nominal level (i.e., categorical data).
  • The variables should consist of two or more categorical, independent groups.

There are three different measures of effect size for chi-squared test, Phi (?), Cramer's V (V), and odds ratio (OR).

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