Quadratic Spline Interpolation Code

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Kimberlin Sookchand
Kimberlin Sookchand 2020년 4월 28일
편집: John D'Errico 2020년 12월 14일
What is the MATLAB code for quadratic splines? As linear uses interp1 linear and cubic splines uses interp1 spline. What is the corresponding interp1 coding for quadratic splines?
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darova
darova 2020년 4월 28일
Matlab has no quadratic spline

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답변 (2개)

Ameer Hamza
Ameer Hamza 2020년 4월 28일
편집: Ameer Hamza 2020년 4월 28일
You can write your own quadratic spline function
function yq = quadSpline(x, y, xq)
X = [x(:).^2 x(:) ones(size(x(:)))];
coff = X\y(:);
yq = [xq(:).^2 xq(:) ones(size(xq(:)))]*coff;
end
Example
x = 1:10;
y = x.^2 + 5 + rand(size(x))*10;
xq = linspace(0,10);
yq = quadSpline(x, y, xq);
plot(x, y, 'r+', 'MarkerSize', 10, 'LineWidth', 2);
hold on
plot(xq, yq, 'b-');
  댓글 수: 4
Enes Senel
Enes Senel 2020년 12월 14일
splines should pass from data points. This seems like polynomial regression
John D'Errico
John D'Errico 2020년 12월 14일
편집: John D'Errico 2020년 12월 14일
The comments are correct. This is NOT a quadratic spline tool. All that is given in this answer is a quadratic polynomial regression. That is not a spline. The comment about a spline passing through the data points is not always correct though. An INTERPOLATING spline passes through the data points. However, regression or smoothing splines need not do so. But as said, this still is not a spline, in the sense that a spline is a piecewise function.

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Bruno Luong
Bruno Luong 2020년 12월 14일
My toolbox provide any order (1D) spline, including quadratic

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