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It is well-known that the interpolation error of a cubic spline has at best order $O(h^4)$, which results from polynomials of degree $3$.

Can I assume that, if one uses polynomials of degree $p$ and the respective function to be interpolated $f\in C^p([a,b])$, that the interpolation error of this spline is $O(h^{p+1})$? Is something like this present in literature?

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The following paper by de Boor suggests that this is the case, although he develops the proof only up to degree 6 splines.

de Boor, C., On the convergence of odd-degree spline interpolation, J. Approximation Theory 1, 452-463 (1968). ZBL0174.09902.

The paper below by Swartz, and the references in it, also claim that this can be proved, at least under some conditions.

Swartz, B., (O(h^{2n+2-1})) bounds on some spline interpolation errors, Bull. Am. Math. Soc. 74, 1072-1078 (1968). ZBL0181.34001.

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  • $\begingroup$ Thank you so much ! $\endgroup$
    – Astraeus
    Commented Apr 22, 2021 at 7:49

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