Which of the following types of data is suitable for a t-test?*NominalOrdinalIntervalCategoricalNone of the above
Question
Which of the following types of data is suitable for a t-test?
- Nominal
- Ordinal
- Interval
- Categorical
- None of the above
Solution
The t-test is suitable for Interval data. Here's why:
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Nominal data: This type of data is categorical and does not have a specific order or priority. It's not suitable for a t-test because a t-test requires numerical data.
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Ordinal data: This type of data is also categorical, but it has a specific order. However, it's still not suitable for a t-test because the differences between the categories are not equal.
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Interval data: This type of data is numerical and the differences between the values are equal. This makes it suitable for a t-test because a t-test compares the means of two groups and determines if they are significantly different from each other.
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Categorical data: This is similar to nominal data where the data is grouped into categories. It's not suitable for a t-test because a t-test requires numerical data.
So, the correct answer is Interval data.
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