Paired t-Test Explained: Comparing Dependent Samples & Before-After Data

CodeLucky ยท Beginner ยท๐Ÿ“Š Data Analytics & Business Intelligence ยท2mo ago
Learn how to perform and understand the Paired t-Test (Dependent t-Test) in statistics! ๐Ÿ“Š This video breaks down the concepts of comparing related samples, such as 'Before vs. After' experiments or matched pairs analysis. We cover: โœ… The difference between Independent and Dependent samples โœ… Common scenarios like pre-test/post-test designs โœ… How to set up the Null and Alternative Hypotheses โœ… The formula explained simply โœ… A step-by-step example using weight loss data Perfect for students in statistics, psychology, or data science looking to master hypothesis testing. ๐ŸŽ“ #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 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
AI Data Analyst Course in Hyderabad | Master AI & Analytics with Quality Thought
Learn to master AI and analytics with a comprehensive data analyst course in Hyderabad
Medium ยท Programming
โšก
Excel untuk Data Analytics: Cara Mudah Mengolah Data untuk Pemula
Learn how to use Excel for data analytics and make sense of the vast amounts of data generated daily
Medium ยท Data Science
โšก
I Tried to Find Out How Close I Am to the CEO of Roblox. The Answer Was Three.
You can calculate your distance to a CEO on social media using graph theory, revealing surprising connectivity
Medium ยท Data Science
โšก
The Dying Symphony of Nature : How climate change silences Cultures, Species, and Nature.
Climate change affects not only species but also cultures and nature, leading to a loss of biodiversity and cultural heritage
Medium ยท Data Science

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
Up next
Sales Data Analysis and Dashboards in Excel
Coursera
Watch โ†’