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differentiating a fit formula

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Josh
Josh el 29 de Nov. de 2022
Comentada: Torsten el 30 de Nov. de 2022
I wish to extract the fit formula or function along with its coefficients, then differentiate it to get its derivative function and also integrate the fit function to get its integration. How to do that please suggest.
load dataset.mat
x=dataset(:,1);y=dataset(:,2);
[fit, gof] = createFit(x, y)
fx = differentiate(fit,x);
df_fit=(x.^2)*3+2*x.+1;
plot(x,[fx-dif_fit])
function [fitresult, gof] = createFit(x, y)
% Fit: 'untitled fit 1'.
[xData, yData] = prepareCurveData( x, y );
% Set up fittype and options.
ft = fittype( 'poly3' );
% Fit model to data.
[fitresult, gof] = fit( xData, yData, ft );
end

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Walter Roberson
Walter Roberson el 29 de Nov. de 2022
differentiate is specifically designed to differentiate cfit and sfit objects.
integrate is designed to integrate cfit objects.
  3 comentarios
Walter Roberson
Walter Roberson el 30 de Nov. de 2022
df_fit=(x.^2)*3+2*x.+1; is the derivative of x^3 + x^2 + x + const but poly3 is going to create a model of the form a*x^3 + b*x^2 + c*x + const which would have a derivative of 3*a*x^2 + 2*b*x + c
Torsten
Torsten el 30 de Nov. de 2022
Isn't the derivative with respect to the fitting parameters required here ? [x.^3,x.^2,x] ?

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