For final year UG/PG girls in Chemistry & related fields: Get industry-ready with a certified training program in the chemical sector with We-Chemie.
Click here for more details. Apply here!

Least Squares Regression - English

Play

Current Time 0:00

/

Duration Time 0:00

Remaining Time -0:00

Loaded: 0%

Progress: 0%

0:00

Fullscreen

00:00

Mute

No questions yet

10/10

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

Show video info

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

Spoken Tutorial, created on or before 31 Jan. 2025, by IIT Bombay is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License, except where stated otherwise
Based on a work at https://spoken-tutorial.org. Permissions beyond the scope of this license may be available at https://spoken-tutorial.org.

Spoken Tutorial, developed at IIT Bombay, is brought to you by EduPyramids Educational Services Private Limited (DBA: EduPyramids Educational Services Pvt Ltd.). EduPyramids Educational Services Private Limited is currently incubated at SINE IIT Bombay. All transactions will be processed under the name EduPyramids Educational Services Private Limited.