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MATLABdata~5 mins

Curve fitting (polyfit, fit) in MATLAB - Cheat Sheet & Quick Revision

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Recall & Review
beginner
What does the polyfit function do in MATLAB?
The polyfit function finds the coefficients of a polynomial that fits a set of data points in a least-squares sense.
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beginner
How do you use polyfit to fit a straight line to data points?
Use polyfit(x, y, 1) where x and y are data vectors, and 1 means a first-degree polynomial (a line).
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intermediate
What is the purpose of the fit function in MATLAB?
The fit function fits curves or surfaces to data using different models like polynomial, exponential, or custom equations.
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beginner
What kind of output does polyfit return?
polyfit returns a vector of polynomial coefficients starting with the highest degree term.
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beginner
How can you evaluate a polynomial fit obtained from polyfit?
Use polyval(p, x) where p is the coefficient vector from polyfit and x is the input data to get fitted values.
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What does the number 2 represent in polyfit(x, y, 2)?
ADegree of the polynomial fit
BNumber of data points
CNumber of output coefficients
DNumber of variables
Which MATLAB function can fit custom models to data?
Ainterp1
Bpolyfit
Cplot
Dfit
What does polyval(p, x) do?
AEvaluates a polynomial at points x
BFits a polynomial to data
CPlots data points
DCalculates residuals
If you want to fit a straight line to data, which degree do you use in polyfit?
A0
B2
C1
D3
Which function returns polynomial coefficients in descending order of power?
Apolyval
Bpolyfit
Cplot
Dfit
Explain how to fit a polynomial curve to data points using MATLAB functions.
Think about how to get coefficients and then use them to find fitted values.
You got /3 concepts.
    Describe the difference between polyfit and fit functions in MATLAB.
    Consider flexibility and types of models each function supports.
    You got /3 concepts.