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Wilcoxon Test

Posted: Sun Feb 25, 2024 12:43 am
by amh
1. What it is?
Non-parametric statistic for comparing two paired groups of independent samples. It calculates the difference between a set of pairs and evaluates their differences. The outcome determines if both independent samples are significantly different from one another or not.
2. Type of Wilcoxon test
- Wilcoxon rank sum test
- Wilcoxon signed rank test
Reference:

https://www.statstest.com/wilcoxon-signed-rank-test/

Wilcoxon signed-rank test

Posted: Thu Mar 07, 2024 1:12 am
by amh
1. Wilcoxon signed-rank test
- To determine whether two measurements taken from a single group are significantly different from each other (interest variable).
- The variable of interest should be continuous and your group randomly sampled to meet assumption.

2. Wilcoxon signed-sign rank test assumptions
- Continous
- Skew distribution
- Random sample

3. Assumptions

Continuous
- Means the variable can take any reasonable value
- Examples; age, weight , height , test score
Skewed distribution
- The interest variable does not need to be bell shaped
- Skew distribution can be used with Wilcoxon Signed Rank Test
Random Samples
- Data points selected must be from random sample (randomly selected)
- If not selected randomly, the analysis will be incorrect - due to bias/tendency for inccorect result due to bad data