RESEARCH METHODOLOGY

METHODS OF DATA ANALYSIS

PARAMETRIC AND NON PARAMETRIC TESTS

Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
What test we can use to find the difference between two groups of scores from an independent-measures design?
A
Friedman
B
Kruskal-Wallis
C
Mann-Whitney
D
Wilcoxon
Explanation: 

Detailed explanation-1: -The Mann-Whitney U test is used to compare differences between two independent groups when the dependent variable is either ordinal or continuous, but not normally distributed.

Detailed explanation-2: -Mann-Whitney U test is the non-parametric alternative test to the independent sample t-test. It is a non-parametric test that is used to compare two sample means that come from the same population, and used to test whether two sample means are equal or not.

Detailed explanation-3: -A: An independent sample t-test tests for the difference between two groups on your variable of interest when your variable of interest is normal. A mann-whitney u test tests for the difference between two groups on your variable of interest when your variable of interest is skewed.

Detailed explanation-4: -The Mann-Whitney U test is the nonparametric equivalent of the two sample t-test. While the t-test makes an assumption about the distribution of a population (i.e. that the sample came from a t-distributed population), the Mann Whitney U Test makes no such assumption.

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