DA0-001 · Question #179
Which of the following is a non-parametric test?
The correct answer is D. Spearman's rank correlation. Spearman's rank correlation is a non-parametric test used to assess the monotonic relationship between two ranked variables.
Question
Which of the following is a non-parametric test?
Options
- AOne-sample t-test
- BTwo-way ANOVA
- CCorrelation coefficient
- DSpearman's rank correlation
How the community answered
(40 responses)- A10% (4)
- B3% (1)
- C3% (1)
- D85% (34)
Why each option
Spearman's rank correlation is a non-parametric test used to assess the monotonic relationship between two ranked variables.
A one-sample t-test is a parametric test that assumes the data follows a normal distribution to compare a sample mean to a hypothesized population mean.
Spearman's rank correlation coefficient is a non-parametric measure that assesses the strength and direction of a monotonic relationship between two ranked variables without assuming a specific data distribution like normality.
Concept tested: Statistical tests - non-parametric
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