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Besov regularity of random wavelet series
Andreas Horst, Thomas Jahn, Felix Voigtlaender
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We study the Besov regularity of wavelet series on ℝᵈ with randomly chosen coefficients. More precisely, each coefficient is a product of a random factor and a parameterized deterministic factor (decaying with the scale j and the norm of the shift m). Compared to the literature, we impose relatively mild conditions on the moments of the random variables in order to characterize the almost sure convergence of the wavelet series in Besov spaces Bˢ_(p,q)(ℝᵈ) and the finiteness of the moments as well as of the moment generating function of the Besov norm. In most cases, we achieve a complete characterization, i.e., the derived conditions are both necessary and sufficient.
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