SAGE Research Methods Video: Data Science, Big Data Analytics, and Digital Methods

Name: Linear Regression: Theory
Uploaded: 2019-01-21
Duration: 17 min 43 s
Description: Using first principles, Dr. Chirag Shah, PhD, explains basic linear regression in two dimensional space to determine the best-fitting line containing the least amount of error.

Transcript

Video Type: Tutorial

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  Shah, C. (Academic). (2018). Linear regression: theory [Video]. SAGE Research Methods. https://dx.doi.org/10.4135/9781526469083
  
  Shah, Chirag. "Linear Regression: Theory." In SAGE Video. Somerset: Chirag Shah, 2018. Video, 00:17:43. https://dx.doi.org/10.4135/9781526469083.
  
  Shah, C., 2018. Linear Regression: Theory, SAGE Video. [Streaming Video] London: SAGE Publications Ltd. Available at: <https://dx.doi.org/10.4135/9781526469083 & gt; [Accessed 9 Aug 2022].
  
  Shah, Chirag. Linear Regression: Theory. Online video clip. SAGE Video. London: SAGE Publications, Ltd., 21 Jan 2019. doi: https://dx.doi.org/10.4135/9781526469083. 9 Aug 2022.
  
  Linear Regression: Theory [Streaming video]. 2018. doi:10.4135/9781526469083. Accessed 08/09/2022
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Summary

Summary

Using first principles, Dr. Chirag Shah, PhD, explains basic linear regression in two dimensional space to determine the best-fitting line containing the least amount of error.