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Curve fitting tool - extract modified data

조회 수: 2 (최근 30일)
Anna Go
Anna Go 2019년 1월 24일
편집: Anna Go 2019년 1월 24일
Hi everyone,
I'm using the curve fitting tool for linear regression and to remove outliers for my data.
Below is an example of what I'm trying to do.
How can I recieve the new data for y where the one outier identified has been removed?
Thanks
xdat = [1; 2; 3; 4; 5; 6; 7; 8; 9; 10]
ydat = [ 100; 85; 66; 50; 40; 70; 25; 20; 15; 2]
%scatter(xdat,ydat)
f = fittype( 'poly1' );
% Fit model to data.
fit1 = fit( xdat, ydat, f);
% Link with code: https://de.mathworks.com/help/curvefit/removing-outliers.html
fdata = feval(fit1,xdat);
%Set standard deviation to 0.5
% Identifies outliers with deviation from baseline model
I = abs(fdata - ydat) > 0.5*std(ydat);
outliers = excludedata(xdat,ydat,'indices',I);
% refit model to data with outliers excluded
fit2 = fit(xdat,ydat,f, 'Exclude',outliers)

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