November 4, 2024

What is Simple Linear Regression in Statistics | Linear Regression Using Least Squares Method

Video by Digital E-Learning via YouTube
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In this YouTube video, we will be exploring Simple Linear Regression. We will cover the basic concepts of REGRESSION. We will guide you through the concept of simple linear regression and demonstrate how to perform it using the least squares method with example.
So, if you’re ready to learn about REGRESSION and how it can help you make sense of your data, then this is the video for you!

🎥 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐦𝐲 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐂𝐡𝐚𝐧𝐧𝐞𝐥 : http://www.youtube.com/DigitalELearning

📹 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 𝐕𝐢𝐝𝐞𝐨𝐬
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🎬 𝐇𝐲𝐩𝐨𝐭𝐡𝐞𝐬𝐢𝐬 𝐓𝐞𝐬𝐭𝐢𝐧𝐠 ? https://youtu.be/UXV-A0Zo1Jk

🎬 𝐒𝐭𝐮𝐝𝐞𝐧𝐭’𝐬 𝐭-𝐭𝐞𝐬𝐭 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 ? https://youtu.be/VJdjLHiXeGw

🎬 𝐀𝐍𝐎𝐕𝐀 (𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐨𝐟 𝐕𝐚𝐫𝐢𝐚𝐧𝐜𝐞) 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/x_gHAly3mJo

🎬 𝐏-𝐯𝐚𝐥𝐮𝐞 𝐢𝐧 𝐡𝐲𝐩𝐨𝐭𝐡𝐞𝐬𝐢𝐬 𝐭𝐞𝐬𝐭𝐢𝐧𝐠 :https://youtu.be/xdZSWsKk5P0

🎬 𝐍𝐨𝐫𝐦𝐚𝐥 𝐃𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/WPj4yuwdInc

🎬 𝐂𝐡𝐢 𝐒𝐪𝐮𝐚𝐫𝐞 (χ𝟐) 𝐝𝐢𝐬𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧 (𝐆𝐨𝐨𝐝𝐧𝐞𝐬𝐬 𝐨𝐟 𝐅𝐢𝐭) : https://youtu.be/QrOgdT-9nrI

🎬 𝐂𝐨𝐧𝐟𝐢𝐝𝐞𝐧𝐜𝐞 𝐈𝐧𝐭𝐞𝐫𝐯𝐚𝐥 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/BIlH-sIYo-8

🎬 𝐓𝐲𝐩𝐞 𝟏 𝐄𝐫𝐫𝐨𝐫 𝐕𝐬 𝐓𝐲𝐩𝐞 𝟐 𝐄𝐫𝐫𝐨𝐫 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/X8M_KIKlcjQ

🎬 𝐒𝐚𝐦𝐩𝐥𝐢𝐧𝐠: 𝐒𝐚𝐦𝐩𝐥𝐢𝐧𝐠 & 𝐢𝐭𝐬 𝐓𝐲𝐩𝐞𝐬 : https://youtu.be/KLAEwukvuZs

🎬 𝐇𝐲𝐩𝐨𝐭𝐡𝐞𝐬𝐢𝐬 𝐓𝐞𝐬𝐭𝐢𝐧𝐠 𝐒𝐨𝐥𝐯𝐞𝐝 𝐏𝐫𝐨𝐛𝐥𝐞𝐦𝐬 ? https://youtu.be/K6wNyoDdRSk

🎬 𝐒𝐜𝐚𝐥𝐞𝐬 𝐨𝐟 𝐌𝐞𝐚𝐬𝐮𝐫𝐞𝐦𝐞𝐧𝐭 𝐢𝐧 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/3BuJjrLDsNY

🎬 𝐂𝐞𝐧𝐭𝐫𝐚𝐥 𝐋𝐢𝐦𝐢𝐭 𝐓𝐡𝐞𝐨𝐫𝐞𝐦 𝐒𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 : https://youtu.be/a7szVlUy9dU

⏱️ 𝑻𝒊𝒎𝒆 𝑺𝒕𝒂𝒎𝒑 ⏱️
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00:00 – Introduction
00:21 – What is Regression ?
03:28 – Source of Variations
05:20 – Least Square Method
07:10 – Regression Equation
08:15 – Solved Example on Simple Linear Regression
11:15- Quiz

📢📢 📢📢 𝐅𝐨𝐥𝐥𝐨𝐰𝐬 𝐮𝐬 𝐨𝐧 𝑺𝒐𝒄𝒊𝒂𝒍 𝑴𝒆𝒅𝒊𝒂
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Copyright Disclaimer under section 107 of the Copyright Act of 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, education and research. Fair use is a use permitted by copyright statute that might otherwise be infringing. The information contained in this video is just for educational and informational purposes only and does not have any intention to mislead or violate Google and YouTube community guidelines or policy. I respect and follow all terms & conditions of Google & YouTube.

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