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Polyfit does not seem to be operating correctly 2011b(7.13.0.564)
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figure(500)
x = (0: 0.1: 2.5)';
y = erf(x);
[p,S,mu] = polyfit(x,y,6);
BestFit = polyval(p,x);
plot(x,y,'o',x,BestFit,'x');
grid on;
p =
0.0017 -0.0092 0.0016 0.0708 -0.1747 0.1822 0.9230
Correct Solution:
p =
0.0084 -0.0983 0.4217 -0.7435 0.1471 1.1064 0.0004
This is the example from the help page for polyfit.
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Answers (1)
Star Strider
on 19 Jul 2012
If you request ‘S’ and ‘mu’ from ‘polyfit’, you need to provide them to ‘polyval’ as well.
BestFit = polyval(p,x,S,mu);
should work. To get everything you asked for from ‘polyfit’ and ‘polyval’, you can also get confidence intervals on the fitted values:
[BestFit, delta] = polyval(p,x,S,mu);
2 Comments
Star Strider
on 20 Jul 2012
Edited: Star Strider
on 20 Jul 2012
Requesting ‘S’ and ‘mu’ from ‘polyfit’ asks it to center and scale the x-vector before doing the fit so the fit is more accurate in some situations. Without the additional scaling parameters, ‘polyval’ calculates y-values for an uncentered and unscaled x-vector different from those ‘polyfit’ used to calculate the fit. The polynomial fit parameters are correct in this context, and will of course be different from polynomial fit parameters calculated from an uncentered and unscaled x-vector.
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