Wilcoxon Signed-Rank Test: The Paired t-Test Alternative (Statistics Tutorial)

CodeLucky ยท Beginner ยท๐Ÿ“ ML Fundamentals ยท1mo ago
Learn when and how to use the Wilcoxon Signed-Rank Test in this step-by-step statistics tutorial! ๐Ÿ“Š 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: โœ… What is the Wilcoxon Signed-Rank Test? โœ… Assumptions: When to use it over the t-Test โœ… Step-by-step calculation: Ranking differences โœ… How to interpret the W statistic and P-values Perfect for students in AP Statistics, Psychology, Biology, or anyone analyzing pre/post data! ๐Ÿง  #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 ๐Ÿ”— Stay Connected: โ–ถ๏ธ YouTube: https://youtube.com/@thecodelucky ๐Ÿ“ฑ Instagram: https://instagram.com/thecodelucky ๐Ÿ“˜ Facebook: https://facebook.com/codeluckyfb ๐ŸŒ Website: https://codelucky.com โญ Support us by Liking, Subscribing, and Sharing! ๐Ÿ’ฌ Drop your questions in the comments below ๐Ÿ”” Hit the notification bell to never miss an update #CodeLucky
Watch on YouTube โ†— (saves to browser)
Sign in to unlock AI tutor explanation ยท โšก30

Related AI Lessons

โšก
FlagGems Best Practices: Highโ€‘Performance Elementโ€‘wise & Reduction Operators
Learn best practices for high-performance Element-wise and Reduction Operators with FlagGems to optimize large model performance
Medium ยท Data Science
โšก
FlagGems Best Practices: Highโ€‘Performance Elementโ€‘wise & Reduction Operators
Learn best practices for high-performance element-wise and reduction operators in the multi-accelerator era
Medium ยท LLM
โšก
I Built 12 Projects Before These Python Concepts Finally Clicked
Learn how building 12 projects helped solidify Python concepts for a data scientist and how you can apply the same approach to your learning
Medium ยท Data Science
โšก
I Built 12 Projects Before These Python Concepts Finally Clicked
Learn how building 12 projects helped solidify key Python concepts and improve coding skills, with a focus on practical application
Medium ยท Python

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
Up next
How AI Models Learn in 60 Seconds | AI Model Training | Neural Netwoks | #Shorts #simplilearn
Simplilearn
Watch โ†’