In a Chi-square analysis, what type of data is typically used? A. Continuous B. Nominal C. Ordinal D. Interval
Question
In a Chi-square analysis, what type of data is typically used?
A. Continuous
B. Nominal
C. Ordinal
D. Interval
Solution
Break Down the Problem
- Identify the purpose of Chi-square analysis.
- Determine the types of data that can be used in Chi-square tests.
Relevant Concepts
- Chi-square tests are used to assess whether there is a significant association between categorical variables.
Analysis and Detail
- Continuous Data: Typically involves measurements that can take any value, which is not suitable for Chi-square analysis.
- Nominal Data: Involves categories without a specific order. This type of data is appropriate for Chi-square analysis.
- Ordinal Data: Involves categories with a defined order but lacks consistent intervals.
- Interval Data: Similar to continuous but involves a measurable distance between points, which is also not suitable for Chi-square analysis.
Verify and Summarize
After analyzing the types of data, it is clear that Chi-square tests are primarily suited for nominal data.
Final Answer
B. Nominal
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