Least Squares Regression - English

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Outline:
Least Squares Regression

Open the simulations in HTML file format.
About the PhET simulation interface.
Define Least Squares Regression.
Draw a Best fit line using 2 points.
Define slope and intercept.
Show deviations from the best-fit line as residuals.
Show square residuals as the deviations from the best-fit line.
Explore different custom options.
View the details of the custom plots.
Evaluate various plots using best-fit lines and correlation coefficients.
Width:896 Height:672
Duration:00:11:52 Size:5.3 MB

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Pre-requisite

Curve Fitting

  Assignment

Script

Slides

  • Least-squares-regression-Slides/
  • Least-squares-regression-Slides/Least-squares-regression.tex
  • Least-squares-regression-Slides/fossee-logo.png
  • Least-squares-regression-Slides/st-logo-new.png
  • Least-squares-regression-Slides/Least-squares-regression.pdf