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Linear and Polynomial Regression in MATLAB

Linear and Polynomial Regression in MATLAB

Assessment

Interactive Video

Computers

9th - 10th Grade

Practice Problem

Hard

Created by

Wayground Content

FREE Resource

This tutorial covers fitting lines and polynomials to data using MATLAB. It explains how to calculate the intercept, slope, and R squared value, and demonstrates fitting quadratic and cubic functions. The tutorial includes using MATLAB commands for data regression, plotting data points, and adjusting plot appearance. It concludes with calculating R squared for linear regression.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you visualize the fitted polynomial functions along with the original data points?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps are involved in calculating the residuals for a regression model?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Summarize the overall process of fitting a linear or polynomial regression in MATLAB.

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