Paired t-Test Explained: Comparing Dependent Samples & Before-After Data
Skills:
ML Maths Basics90%
Learn how to perform and understand the Paired t-Test (Dependent t-Test) in statistics! ๐ This video breaks down the concepts of comparing related samples, such as 'Before vs. After' experiments or matched pairs analysis.
We cover:
โ
The difference between Independent and Dependent samples
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Common scenarios like pre-test/post-test designs
โ
How to set up the Null and Alternative Hypotheses
โ
The formula explained simply
โ
A step-by-step example using weight loss data
Perfect for students in statistics, psychology, or data science looking to master hypothesis testing. ๐
#statistics #datascience #math #education #learning #hypothesis
Chapters:
00:00 - Introduction
00:20 - What is a Paired t-Test?
00:47 - Dependent vs. Independent Samples
01:18 - Common Scenarios
01:45 - The Hypotheses
02:11 - The Formula
02:37 - Assumptions
03:04 - Example Data
03:30 - Calculating Differences
03:55 - Summary
04:22 - Outro
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Chapters (11)
Introduction
0:20
What is a Paired t-Test?
0:47
Dependent vs. Independent Samples
1:18
Common Scenarios
1:45
The Hypotheses
2:11
The Formula
2:37
Assumptions
3:04
Example Data
3:30
Calculating Differences
3:55
Summary
4:22
Outro
๐
Tutor Explanation
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