Linear and Polynomial Regression in MATLAB

Linear and Polynomial Regression in MATLAB

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

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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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