DA0-001 · Question #257
Which of the following inferential statistical methods would be used to determine if there is a significant difference between the means of two groups?
The correct answer is D. t-test. To determine if there is a significant difference between the means of two groups, a t-test is the appropriate inferential statistical method.
Question
Which of the following inferential statistical methods would be used to determine if there is a significant difference between the means of two groups?
Options
- Ap-value
- BZ-score
- CChi-squared test
- Dt-test
How the community answered
(35 responses)- A3% (1)
- B6% (2)
- D91% (32)
Why each option
To determine if there is a significant difference between the means of two groups, a t-test is the appropriate inferential statistical method.
A p-value is a probability value that helps determine the significance of the results of a statistical test, but it is not a test itself for comparing means.
A Z-score measures how many standard deviations an element is from the mean, typically used for individual data points in a known population, not for comparing means of two groups.
A Chi-squared test is used to determine if there is a significant association between two categorical variables, not for comparing the means of two numerical groups.
A t-test is a statistical hypothesis test used to determine if there is a significant difference between the means of two groups, especially when the variances of the two populations are unknown or the sample sizes are small. It calculates a t-statistic and uses it to find a p-value to assess the significance of the difference.
Concept tested: Inferential statistical methods - comparing means
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