What is Simple Linear Regression in Statistics | Linear Regression Using Least Squares Method
In this KZread 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!
๐ฅ ๐๐ฎ๐๐ฌ๐๐ซ๐ข๐๐ ๐ฆ๐ฒ ๐๐จ๐ฎ๐๐ฎ๐๐ ๐๐ก๐๐ง๐ง๐๐ฅ : / digitalelearning
๐น ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ ๐๐ข๐๐๐จ๐ฌ
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๐ฌ ๐๐จ๐ข๐ฌ๐ฌ๐จ๐ง ๐๐ข๐ฌ๐ญ๐ซ๐ข๐๐ฎ๐ญ๐ข๐จ๐ง : โข Poisson Distribution i...
๐ฌ ๐๐ข๐ฆ๐ฉ๐ฅ๐ ๐๐ข๐ง๐๐๐ซ ๐๐๐ ๐ซ๐๐ฌ๐ฌ๐ข๐จ๐ง : โข What is Simple Linear ...
๐ฌ ๐๐ญ๐ฎ๐๐๐ง๐ญ'๐ฌ ๐ญ-๐ญ๐๐ฌ๐ญ : โข What is Student's t-te...
๐ฌ ๐๐๐๐๐ (๐๐ง๐๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐จ๐ ๐๐๐ซ๐ข๐๐ง๐๐) : โข What is ANOVA (Analysi...
๐ฌ ๐๐ข๐ง๐จ๐ฆ๐ข๐ง๐๐ฅ ๐๐ข๐ฌ๐ญ๐ซ๐ข๐๐ฎ๐ญ๐ข๐จ๐ง : โข Binominal Distribution...
๐ฌ ๐๐๐ง๐ญ๐ซ๐๐ฅ ๐๐ข๐ฆ๐ข๐ญ ๐๐ก๐๐จ๐ซ๐๐ฆ ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ : โข What is Central Limit ...
๐ฌ ๐๐ก๐ข ๐๐ช๐ฎ๐๐ซ๐ (ฯ๐) ๐๐ข๐ฌ๐ญ๐ซ๐ข๐๐ฎ๐ญ๐ข๐จ๐ง (๐๐จ๐จ๐๐ง๐๐ฌ๐ฌ ๐จ๐ ๐
๐ข๐ญ) : โข What is Chi Square (ฯ๐...
๐ฌ ๐-๐ฏ๐๐ฅ๐ฎ๐ ๐ข๐ง ๐ก๐ฒ๐ฉ๐จ๐ญ๐ก๐๐ฌ๐ข๐ฌ ๐ญ๐๐ฌ๐ญ๐ข๐ง๐ : โข What is P-value in hyp...
๐ฌ ๐๐จ๐ซ๐ฆ๐๐ฅ ๐๐ข๐ฌ๐ญ๐ซ๐ข๐๐ฎ๐ญ๐ข๐จ๐ง ๐ข๐ง ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ : โข What is Normal Distrib...
๐ฌ ๐๐ฒ๐ฉ๐ ๐ ๐๐ซ๐ซ๐จ๐ซ ๐๐ฌ ๐๐ฒ๐ฉ๐ ๐ ๐๐ซ๐ซ๐จ๐ซ ๐ข๐ง ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ : โข What is Type 1 Error V...
๐ฌ ๐๐๐๐ฅ๐๐ฌ ๐จ๐ ๐๐๐๐ฌ๐ฎ๐ซ๐๐ฆ๐๐ง๐ญ ๐ข๐ง ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ : โข Scales of Measurement ...
๐ฌ ๐๐ฒ๐ฉ๐จ๐ญ๐ก๐๐ฌ๐ข๐ฌ ๐๐๐ฌ๐ญ๐ข๐ง๐ : โข What is Hypothesis Tes...
๐ฌ ๐๐ฒ๐ฉ๐จ๐ญ๐ก๐๐ฌ๐ข๐ฌ ๐๐๐ฌ๐ญ๐ข๐ง๐ ๐๐จ๐ฅ๐ฏ๐๐ ๐๐ซ๐จ๐๐ฅ๐๐ฆ๐ฌ ? โข Hypothesis Testing Sol...
๐ฌ ๐๐จ๐ง๐๐ข๐๐๐ง๐๐ ๐๐ง๐ญ๐๐ซ๐ฏ๐๐ฅ ๐ข๐ง ๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ : โข Confidence Interval in...
๐ฌ ๐๐๐ฆ๐ฉ๐ฅ๐ข๐ง๐ : ๐๐๐ฆ๐ฉ๐ฅ๐ข๐ง๐ & ๐ข๐ญ๐ฌ ๐๐ฒ๐ฉ๐๐ฌ : โข Sampling: Sampling & i...
โฑ๏ธ ๐ป๐๐๐ ๐บ๐๐๐๐ โฑ๏ธ
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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
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๐จ๐ฅ๐ฅ๐จ๐ฐ๐ฌ ๐ฎ๐ฌ ๐จ๐ง ๐บ๐๐๐๐๐ ๐ด๐๐
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#Digital_e_Learning #regression #simplelinearregression #statistics
#statisticalassistant
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ะัะบััะปะตั: 9
๐ Hello Friends, ๐๐จ๐ข๐ง my ๐บ๐๐๐๐๐ ๐ด๐๐ ๐๐ ๐ณ๐๐๐ for regular updates: ------------------------------------------------------------------------------------------------------------------ ๐ธ๐๐ง๐ฌ๐ญ๐๐ ๐ซ๐๐ฆ : instagram.com/digital_elearning/ ๐ฆ๐๐ฐ๐ข๐ญ๐ญ๐๐ซ: twitter.com/DigitalELEARNI1 ๐ข๐๐๐ฅ๐๐ ๐ซ๐๐ฆ : t.me/digital_e_learning007 ๐๐ปโโ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ (๐๐๐๐ง ๐ฌ๐ข๐ฑ ๐ฌ๐ข๐ ๐ฆ๐) : whatsapp.com/channel/0029VaAUuqs4inooet3e4S3O ๐๐ปโโ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ (๐๐ข๐ฑ ๐๐ข๐ ๐ฆ๐ (๐ฯ ) : whatsapp.com/channel/0029VaEWKWbIiRovZpAduc0p ๐๐ปโโ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ (๐๐ญ๐๐ญ๐ข๐ฌ๐ญ๐ข๐๐ฌ & ๐๐๐ฌ๐๐๐ซ๐๐ก) :whatsapp.com/channel/0029VaAGwzTDJ6H9S5Q4Ow0m ๐๐ปโโ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ (๐๐ซ๐จ๐ฃ๐๐๐ญ ๐๐๐ง๐๐ ๐๐ฆ๐๐ง๐ญ) :whatsapp.com/channel/0029Va8slQdEAKWAhXoQK13B ๐๐ปโโ๐๐ก๐๐ญ๐ฌ๐๐ฉ๐ฉ (๐๐ฎ๐๐ฅ๐ข๐ญ๐ฒ ๐๐ฌ๐ฌ๐ฎ๐ซ๐๐ง๐๐ & ๐๐ฎ๐๐ฅ๐ข๐ญ๐ฒ ๐๐จ๐ง๐ญ๐ซ๐จ๐ฅ) :whatsapp.com/channel/0029VaAKJBGKGGGDjcK4mw2h
Your channel is a goldmine of statistical knowledge! The way you explain complex concepts with clarity and simplicity is truly commendable. Thanks for making statistics accessible and enjoyable
@DigitalELearning
ะัะป ะฑาฑััะฝ
Wow, thank you!. Thanks for the comment
๐ Hello Friends . How is this video ? Comment below (Best comments will be Pinned) You can also Suggest me any new topic my for next video ..!
Simply superb . The best to teach
@DigitalELearning
ะัะป ะฑาฑััะฝ
Thanks a lot Jaya ๐
1: D 2:C 3:B
@DigitalELearning
6 ะฐะน ะฑาฑััะฝ
Thanks for replying. Here is the answer key Q1 C) The change in the dependent variable for a one-unit change in the independent variable Explanation: The slope of the regression line in simple linear regression represents the change in the dependent variable (Y) for a one-unit change in the independent variable (X). It indicates the rate at which the dependent variable changes with respect to the independent variable. Q2 C) Q3 B) Explanation: In simple linear regression, there is one independent variable so 2 coefficients (Y=a+bx+error).
01 - c 02 - c 03 - b