model for fitting polynomial of degree 3

1 Ansicht (letzte 30 Tage)
Sumera Yamin
Sumera Yamin am 20 Aug. 2020
Kommentiert: Sumera Yamin am 21 Aug. 2020
Hi, i want to use 'fitlm' for fitting polynomial of degree 3. Is there some builtin name for the model? For example, for degree 2, matlab used model 'Quadratic'. I tried 'Quartic' but it did not worked.

Akzeptierte Antwort

John D'Errico
John D'Errico am 20 Aug. 2020
Bearbeitet: John D'Errico am 20 Aug. 2020
Just read the help.
x = rand(10,1);
>> y = rand(10,1);
>> D = dataset(x,y);
>> fitlm(D,'poly3')
ans =
Linear regression model:
y ~ 1 + x + x^2 + x^3
Estimated Coefficients:
Estimate SE tStat pValue
__________________ _________________ __________________ __________________
(Intercept) 0.883325330921357 0.269610952016709 3.27629617533717 0.0169006334507573
x -0.905689721171103 2.50947007046528 -0.36090875592837 0.73053441711432
x^2 2.97715513265619 5.78699413259576 0.514456221043511 0.625326610386953
x^3 -2.49404374290891 3.78096082734174 -0.659632261956649 0.53397526842927
Number of observations: 10, Error degrees of freedom: 6
Root Mean Squared Error: 0.182
R-squared: 0.222, Adjusted R-Squared: -0.167
F-statistic vs. constant model: 0.57, p-value = 0.655
I could also have written the model as:
fitlm(D,'y ~ 1 + x + x^2 + x^3')
which produces the same result.

Weitere Antworten (0)

Kategorien

Mehr zu Linear and Nonlinear Regression finden Sie in Help Center und File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by