SIAM Journal on Mathematical Analysis · 1984 · 49 citations · 1 references
Natural SciencesComputer ScienceNumber TheoryStochastic ProcessesTime Series AnalysisEigenvalue ProblemsKernel MethodsOperator TheoryApproximation By Trigonometric PolynomialsPolynomial KernelsPositive Definite FunctionsPositive Definite KernelsSpectral ApproximationTrigonometric Series
We prove what we conjectured in our earlier paper of the same title [SIAM J. Math. Anal., 14 (1983), pp. 152–157], that the eigenvalues of any p times continuously differentiable positive definite kernel are $o({1 / {n^{p + 1} }})$. The method is the same as we used to prove the case $p = 1$ except that we now approximate the kernel by trigonometric polynomials obtained from certain combinations of Jackson kernels.
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