Wilcoxon Signed-Rank Test: The Paired t-Test Alternative (Statistics Tutorial)
Skills:
ML Maths Basics80%
Learn when and how to use the Wilcoxon Signed-Rank Test in this step-by-step statistics tutorial! ๐
When your paired data isn't normally distributed, the Paired t-Test might give you misleading results. That's where the Wilcoxon Signed-Rank Test comes in. We break down the concepts using simple visuals and a clear example calculation.
In this video, we cover:
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What is the Wilcoxon Signed-Rank Test?
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Assumptions: When to use it over the t-Test
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Step-by-step calculation: Ranking differences
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How to interpret the W statistic and P-values
Perfect for students in AP Statistics, Psychology, Biology, or anyone analyzing pre/post data! ๐ง
#statistics #datascience #math #research #psychology #biostatistics #wilcoxon
Chapters:
00:00 - Wilcoxon Signed-Rank Test
00:14 - What is the Wilcoxon Signed-Rank Test?
00:39 - When Should You Use It?
01:00 - Why Not Just Use the Paired t-Test?
01:23 - Step 1: Calculate Differences
01:41 - Step 2: Rank Absolute Differences
02:05 - Step 3: Add Signs to Ranks
02:22 - Step 4: Calculate W
02:40 - Making a Decision
03:08 - Summary
03:30 - Outro
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Chapters (11)
Wilcoxon Signed-Rank Test
0:14
What is the Wilcoxon Signed-Rank Test?
0:39
When Should You Use It?
1:00
Why Not Just Use the Paired t-Test?
1:23
Step 1: Calculate Differences
1:41
Step 2: Rank Absolute Differences
2:05
Step 3: Add Signs to Ranks
2:22
Step 4: Calculate W
2:40
Making a Decision
3:08
Summary
3:30
Outro
๐
Tutor Explanation
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