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A note on an error estimate for least squares approximation. (English) Zbl 0607.41029

An asymptotic expansion is obtained which provides upper and lower bounds for the error of the best \(L_ 2\) polynomial approximation of degree n for \(x^{n+1}\) on [-1,1]. Because the expansion proceeds in only even powers of the reciprocal of the large variable, and the error made by truncating the expansion is numerically less than, and has the same sign as the first neglected term, very good bounds can be obtained. Via a result of Phillips, these results can be extended from \(x^{n+1}\) to any \(f\in C^{n+1}[-1,1]\), provided upper and lower bounds for the modulus of \(f^{(n+1)}\) are available.

MSC:

41A80 Remainders in approximation formulas
41A60 Asymptotic approximations, asymptotic expansions (steepest descent, etc.)
41A10 Approximation by polynomials
Full Text: DOI

References:

[1] C. L. Frenzen,Error bounds for asymptotic expansions of the ratio of two gamma functions, to appear, SIAM J. Math. Anal. (1986). · Zbl 0607.41029
[2] Y. L. Luke,The Special Functions and their Approximations, Academic Press, New York (1969). · Zbl 0193.01701
[3] J. H. McCabe,On an asymptotic series and corresponding continued fraction for a gamma function ratio, J. Comp. Appl. Math. 9 (1983), 125–130. · Zbl 0515.41029 · doi:10.1016/0377-0427(83)90035-3
[4] G. M. Phillips,Error estimates for best polynomial approximations, contributed toApproximation Theory, edited by A. Talbot, Academic Press, New York (1970). · Zbl 0213.08701
[5] G. M. Phillips and B. N. Sahney,An error estimate for least squares approximation, BIT 15 (1975), 426–430. · Zbl 0316.41013 · doi:10.1007/BF01931682
[6] A. F. Timan,Theory of Approximation of Functions of a Real Variable, Pergamon Press (1963). · Zbl 0117.29001
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