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

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  • ะžะฟัƒะฑะปะธะบะพะฒะฐะฝะพ: 12 ะธัŽะป 2024
  • In this RUclips 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!
    ๐ŸŽฅ ๐’๐ฎ๐›๐ฌ๐œ๐ซ๐ข๐›๐ž ๐ฆ๐ฒ ๐˜๐จ๐ฎ๐“๐ฎ๐›๐ž ๐‚๐ก๐š๐ง๐ง๐ž๐ฅ : / digitalelearning
    ๐Ÿ“น ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ ๐•๐ข๐๐ž๐จ๐ฌ
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    ๐ŸŽฌ ๐๐จ๐ข๐ฌ๐ฌ๐จ๐ง ๐ƒ๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ข๐จ๐ง : โ€ข Poisson Distribution i...
    ๐ŸŽฌ ๐’๐ข๐ฆ๐ฉ๐ฅ๐ž ๐‹๐ข๐ง๐ž๐š๐ซ ๐‘๐ž๐ ๐ซ๐ž๐ฌ๐ฌ๐ข๐จ๐ง : โ€ข What is Simple Linear ...
    ๐ŸŽฌ ๐’๐ญ๐ฎ๐๐ž๐ง๐ญ'๐ฌ ๐ญ-๐ญ๐ž๐ฌ๐ญ : โ€ข What is Student's t-te...
    ๐ŸŽฌ ๐€๐๐Ž๐•๐€ (๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐จ๐Ÿ ๐•๐š๐ซ๐ข๐š๐ง๐œ๐ž) : โ€ข What is ANOVA (Analysi...
    ๐ŸŽฌ ๐๐ข๐ง๐จ๐ฆ๐ข๐ง๐š๐ฅ ๐ƒ๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ข๐จ๐ง : โ€ข Binominal Distribution...
    ๐ŸŽฌ ๐‚๐ž๐ง๐ญ๐ซ๐š๐ฅ ๐‹๐ข๐ฆ๐ข๐ญ ๐“๐ก๐ž๐จ๐ซ๐ž๐ฆ ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ : โ€ข What is Central Limit ...
    ๐ŸŽฌ ๐‚๐ก๐ข ๐’๐ช๐ฎ๐š๐ซ๐ž (ฯ‡๐Ÿ) ๐๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ข๐จ๐ง (๐†๐จ๐จ๐๐ง๐ž๐ฌ๐ฌ ๐จ๐Ÿ ๐…๐ข๐ญ) : โ€ข What is Chi Square (ฯ‡๐Ÿ...
    ๐ŸŽฌ ๐-๐ฏ๐š๐ฅ๐ฎ๐ž ๐ข๐ง ๐ก๐ฒ๐ฉ๐จ๐ญ๐ก๐ž๐ฌ๐ข๐ฌ ๐ญ๐ž๐ฌ๐ญ๐ข๐ง๐  : โ€ข What is P-value in hyp...
    ๐ŸŽฌ ๐๐จ๐ซ๐ฆ๐š๐ฅ ๐ƒ๐ข๐ฌ๐ญ๐ซ๐ข๐›๐ฎ๐ญ๐ข๐จ๐ง ๐ข๐ง ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ : โ€ข What is Normal Distrib...
    ๐ŸŽฌ ๐“๐ฒ๐ฉ๐ž ๐Ÿ ๐„๐ซ๐ซ๐จ๐ซ ๐•๐ฌ ๐“๐ฒ๐ฉ๐ž ๐Ÿ ๐„๐ซ๐ซ๐จ๐ซ ๐ข๐ง ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ : โ€ข What is Type 1 Error V...
    ๐ŸŽฌ ๐’๐œ๐š๐ฅ๐ž๐ฌ ๐จ๐Ÿ ๐Œ๐ž๐š๐ฌ๐ฎ๐ซ๐ž๐ฆ๐ž๐ง๐ญ ๐ข๐ง ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ : โ€ข Scales of Measurement ...
    ๐ŸŽฌ ๐‡๐ฒ๐ฉ๐จ๐ญ๐ก๐ž๐ฌ๐ข๐ฌ ๐“๐ž๐ฌ๐ญ๐ข๐ง๐  : โ€ข What is Hypothesis Tes...
    ๐ŸŽฌ ๐‡๐ฒ๐ฉ๐จ๐ญ๐ก๐ž๐ฌ๐ข๐ฌ ๐“๐ž๐ฌ๐ญ๐ข๐ง๐  ๐’๐จ๐ฅ๐ฏ๐ž๐ ๐๐ซ๐จ๐›๐ฅ๐ž๐ฆ๐ฌ ? โ€ข Hypothesis Testing Sol...
    ๐ŸŽฌ ๐‚๐จ๐ง๐Ÿ๐ข๐๐ž๐ง๐œ๐ž ๐ˆ๐ง๐ญ๐ž๐ซ๐ฏ๐š๐ฅ ๐ข๐ง ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ : โ€ข Confidence Interval in...
    ๐ŸŽฌ ๐’๐š๐ฆ๐ฉ๐ฅ๐ข๐ง๐ : ๐’๐š๐ฆ๐ฉ๐ฅ๐ข๐ง๐  & ๐ข๐ญ๐ฌ ๐“๐ฒ๐ฉ๐ž๐ฌ : โ€ข Sampling: Sampling & i...
    โฑ๏ธ ๐‘ป๐’Š๐’Ž๐’† ๐‘บ๐’•๐’‚๐’Ž๐’‘ โฑ๏ธ
    --------------------------------
    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
    ๐Ÿ“ข๐Ÿ“ข ๐Ÿ“ข๐Ÿ“ข ๐…๐จ๐ฅ๐ฅ๐จ๐ฐ๐ฌ ๐ฎ๐ฌ ๐จ๐ง ๐‘บ๐’๐’„๐’Š๐’‚๐’ ๐‘ด๐’†๐’…๐’Š๐’‚
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    ๐Ÿฆ๐“๐ฐ๐ข๐ญ๐ญ๐ž๐ซ : / digitalelearni1
    ๐Ÿ“ธ ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ : / digital_ele. .
    ๐Ÿ“ฉ ๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ : t.me/digital_e_learning007
    ๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ ๐๐ข๐ง๐ญ๐ซ๐ž๐ฌ๐ญ: / digitalelear. .
    ๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ ๐‹๐ข๐ง๐ค๐ž๐๐ˆ๐ง ๐๐š๐ ๐ž: / 5518. .
    ๐Ÿ™‹๐Ÿปโ€โ™‚๏ธ ๐…๐š๐œ๐ž๐›๐จ๐จ๐ค ๐๐š๐ ๐ž : / digitalelearni1
    ๐Ÿ’Œ ๐‘ช๐’๐’๐’•๐’‚๐’„๐’• ๐’–๐’” : digital.e.learning007@gmail.com for any business/ promotion queries.
    โœ๏ธ ๐““๐“ฒ๐“ผ๐“ฌ๐“ต๐“ช๐“ฒ๐“ถ๐“ฎ๐“ป:
    Copyright Disclaimer under section 107 of the Copyright Act of 1976, allowance is made for โ€œfair useโ€ 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 RUclips community guidelines or policy. I respect and follow all terms & conditions of Google & RUclips.
    ๐‚๐จ๐ฆ๐ฆ๐จ๐ง ๐Š๐ž๐ฒ ๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ซ๐ž๐ฅ๐š๐ญ๐ž๐ ๐ญ๐จ ๐ญ๐ก๐ข๐ฌ ๐ญ๐จ๐ฉ๐ข๐œ :
    ----------------------------------------------------------------------
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ะšะพะผะผะตะฝั‚ะฐั€ะธะธ • 9

  • @DigitalELearning
    @DigitalELearning  7 ะผะตััั†ะตะฒ ะฝะฐะทะฐะด +1

    ๐Ÿ‘€ Hello Friends, ๐‰๐จ๐ข๐ง my ๐‘บ๐’๐’„๐’Š๐’‚๐’ ๐‘ด๐’†๐’…๐’Š๐’‚ ๐‘ณ๐’Š๐’๐’Œ for regular updates:
    ------------------------------------------------------------------------------------------------------------------
    ๐Ÿ“ธ๐ˆ๐ง๐ฌ๐ญ๐š๐ ๐ซ๐š๐ฆ : instagram.com/digital_elearning/
    ๐Ÿฆ๐“๐ฐ๐ข๐ญ๐ญ๐ž๐ซ: twitter.com/DigitalELEARNI1
    ๐Ÿ“ข๐“๐ž๐ฅ๐ž๐ ๐ซ๐š๐ฆ : t.me/digital_e_learning007
    ๐Ÿ™‹๐Ÿปโ€โ™‚๐–๐ก๐š๐ญ๐ฌ๐€๐ฉ๐ฉ (๐‹๐ž๐š๐ง ๐ฌ๐ข๐ฑ ๐ฌ๐ข๐ ๐ฆ๐š) : whatsapp.com/channel/0029VaAUuqs4inooet3e4S3O
    ๐Ÿ™‹๐Ÿปโ€โ™‚๐–๐ก๐š๐ญ๐ฌ๐€๐ฉ๐ฉ (๐’๐ข๐ฑ ๐’๐ข๐ ๐ฆ๐š (๐Ÿ”ฯƒ ) : whatsapp.com/channel/0029VaEWKWbIiRovZpAduc0p
    ๐Ÿ™‹๐Ÿปโ€โ™‚๐–๐ก๐š๐ญ๐ฌ๐€๐ฉ๐ฉ (๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ & ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก) :whatsapp.com/channel/0029VaAGwzTDJ6H9S5Q4Ow0m
    ๐Ÿ™‹๐Ÿปโ€โ™‚๐–๐ก๐š๐ญ๐ฌ๐€๐ฉ๐ฉ (๐๐ซ๐จ๐ฃ๐ž๐œ๐ญ ๐Œ๐š๐ง๐š๐ ๐ž๐ฆ๐ž๐ง๐ญ) :whatsapp.com/channel/0029Va8slQdEAKWAhXoQK13B
    ๐Ÿ™‹๐Ÿปโ€โ™‚๐–๐ก๐š๐ญ๐ฌ๐€๐ฉ๐ฉ (๐๐ฎ๐š๐ฅ๐ข๐ญ๐ฒ ๐€๐ฌ๐ฌ๐ฎ๐ซ๐š๐ง๐œ๐ž & ๐๐ฎ๐š๐ฅ๐ข๐ญ๐ฒ ๐‚๐จ๐ง๐ญ๐ซ๐จ๐ฅ) :whatsapp.com/channel/0029VaAKJBGKGGGDjcK4mw2h

  • @GauravSharma-nz8zz
    @GauravSharma-nz8zz ะ“ะพะด ะฝะฐะทะฐะด +2

    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
      @DigitalELearning  ะ“ะพะด ะฝะฐะทะฐะด

      Wow, thank you!. Thanks for the comment

  • @DigitalELearning
    @DigitalELearning  ะ“ะพะด ะฝะฐะทะฐะด +1

    ๐Ÿ‘€ 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 ..!

  • @jayaprada1802
    @jayaprada1802 ะ“ะพะด ะฝะฐะทะฐะด +2

    Simply superb . The best to teach

    • @DigitalELearning
      @DigitalELearning  ะ“ะพะด ะฝะฐะทะฐะด

      Thanks a lot Jaya ๐Ÿ™‚

  • @divyanshiagarwal3736
    @divyanshiagarwal3736 9 ะผะตััั†ะตะฒ ะฝะฐะทะฐะด +1

    1: D
    2:C
    3:B

    • @DigitalELearning
      @DigitalELearning  7 ะผะตััั†ะตะฒ ะฝะฐะทะฐะด +1

      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).

  • @uwasararajapakshe
    @uwasararajapakshe ะœะตััั† ะฝะฐะทะฐะด

    01 - c
    02 - c
    03 - b

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