We establish conditions under which wavelet expansions of random processes from Orlicz spaces of random variables converge uniformly with probability one on a bounded interval.
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Yu. V. Kozachenko and M. M. Perestyuk, “On the uniform convergence of wavelet expansions of random processes from Orlicz spaces of random variables. I,” Ukr. Mat. Zh., 59, No. 12, 1647–1660 (2007).
V. V. Buldygin and Yu. V. Kozachenko, Metric Characteristics of the Random Variables and Random Processes, American Mathematical Society, Providence, PI (2000).
I. Daubechies, Ten Lectures on Wavelets, Society for Industrial and Applied Mathematics, Philadelphia (1992).
W. Härdle, G. Kerkyacharian, D. Picard, and A. Tsybakov, Wavelets, Approximation and Statistical Applications, Springer, New York (1998).
G. Walter and X. Shen, Wavelets and Other Orthogonal Systems, Chapman and Hall, London (2000).
Yu. V. Kozachenko, Lectures on Wavelet Analysis [in Ukrainian], TViMS, Kyiv (2004).
Yu. V. Kozachenko, M. M. Perestyuk, and O. I. Vasylyk, “On uniform convergence of wavelet expansion of φ-sub-Gaussian random processes,” Random Oper. Stochast. Equat., 14, No. 3, 209–232 (2006).
M. Sh. Braverman, “Estimates for sums of independent random variables,” Ukr. Mat. Zh., 43, No. 2, 173–178 (1991).
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Translated from Ukrains'kyi Matematychnyi Zhurnal, Vol. 60, No. 6, pp. 759–775, June, 2008.
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Kozachenko, Y.V., Perestyuk, M.M. On the uniform convergence of wavelet expansions of random processes from Orlicz spaces of random variables. II. Ukr Math J 60, 876–900 (2008). https://doi.org/10.1007/s11253-008-0106-8
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DOI: https://doi.org/10.1007/s11253-008-0106-8