How can I obtain the analytical expression (polynomial) of the spline curve from a curve fitting?

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I have extracted data from some graphs (images) and then I curve fitted that data to obtain some spline curves. What I need is the polynomial of those spline, the f(x) that draw the initial graphs, the function that relates the x and y points. How can I do that? Thanks!

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Accepted Answer

David Goodmanson
David Goodmanson on 3 Mar 2022
Edited: David Goodmanson on 3 Mar 2022
Hi Radu,
x = 1:10;
y = sin(x).^3;
a = interp1(x,y,'spline','pp')
a =
struct with fields:
form: 'pp'
breaks: [1 2 3 4 5 6 7 8 9 10]
coefs: [9×4 double]
pieces: 9
order: 4
dim: 1
orient: 'first'
>> a.coefs
ans =
0.3050 -1.3676 1.2186 0.5958
0.3050 -0.4525 -0.6016 0.7518
-0.3075 0.4626 -0.5914 0.0028
0.6000 -0.4598 -0.5886 -0.4335
-0.7723 1.3403 0.2920 -0.8818
0.6265 -0.9767 0.6556 -0.0218
-0.7998 0.9029 0.5818 0.2836
0.6101 -1.4966 -0.0119 0.9684
0.6101 0.3337 -1.1748 0.0700
each row is a polynomial in standard Matlab notation, coefficient of x^3 first, coefficient of x^0 last.
a = spline(x,y) does the same thing.
David Goodmanson
David Goodmanson on 3 Mar 2022
Hello Radu,
Yes, each polynomial describes the function for a given little range. Also each polynomial is local in the sense that x = 0 effectively restarts at the beginning of each range. And you are correct, ppval will reconstruct the whole works.

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More Answers (1)

Matt J
Matt J on 3 Mar 2022
Edited: Matt J on 3 Mar 2022
What I need is the polynomial of those spline
A spline consists of many polynomials stuck together, not just one.Also, there are a number of different forms in which spline fits can exist in Matlab, and we don't know which ones you have. If you really need to break down a spline, and it is in the form of a pp structure you could use unmkpp. More likely, you used cftool, in which case you have a cfit object.
Regardless, there is a reason that Matlab doesn't provide you with an analytical form for the spline. It's because far better tools are provided to post-process a fit,

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