Abstract
In Chapter 13 we turn to the old problem of characterizing the sequences (a m ) such that for each orthonormal sequence (φ m ) the series ∑ m≥1 a m φ m converges a.s., which has recently been solved by A. Paszkiewicz. Using a more abstract point of view, we present a very much simplified proof of his results (due essentially to W. Bednorz). This leads us to the question of discussing when a certain condition on the “increments” of a process implies its boundedness. When the increment condition is of “polynomial type”, this is more difficult than in the case of Gaussian processes, and requires the notion of “majorizing measure”. We present several elegant results of this theory, in their seemingly final form recently obtained by W. Bednorz.
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References
Bednorz, W.: On Talagrand’s admissible net approach to majorizing measures and boundedness of stochastic processes. Bull. Pol. Acad. Sci., Math. 56(1), 83–91 (2008)
Bednorz, W.: Majorizing measures on metric spaces. C. R. Math. Acad. Sci. Paris 348(1–2), 75–78 (2006)
Bednorz, W.: Majorizing measures and ultrametric spaces. Bull. Pol. Acad. Sci., Math. 60(1), 91–100 (2012)
Bednorz, W.: The complete characterization of a.s. convergence of orthogonal series. Ann. Probab. 41(2), 1055–1071 (2013)
Kashin, B.S., Saakyan, A.A.: Orthogonal Series. Translations of Mathematical Monographs, vol. 75. Am. Math. Soc., Providence (1989)
Menchov, D.E.: Sur les séries de fonctions orthogonales. Fundam. Math. 4, 82–105 (1923)
Paszkiewicz, A.: A complete characterization of coefficients of a.e. convergent orthogonal series and majorizing measures. Invent. Math. 180(1), 50–110 (2010)
Radmacher, H.: Einige Sätze über Reihen von allgemeinen Orthogonalfunktionen. Math. Ann. 87(1–2), 112–138 (1922)
Talagrand, M.: Sample boundedness of stochastic processes under increment conditions. Ann. Probab. 18, 1–49 (1990)
Tandori, K.: Über die divergenz der Orthogonalreihen. Publ. Math. Drecen 8, 291–307 (1961)
Tandori, K.: Über die Konvergenz der Orthogonalreihen. Acta Sci. Math. (Szeged) 24, 131–151 (1963)
Weber, M.: Analyse infiniésimale de fonctions aléatoires. In: Eleventh Saint Flour Probability Summer School, Saint Flour, 1981. Lecture Notes in Math., vol. 976, pp. 383–465. Springer, Berlin (1981)
Weber, M.: Dynamical Systems and Processes. IRMA Lectures in Mathematics and Theoretical Physics, vol. 14. European Mathematical Society (EMS), Zürich (2009). xii+761 pp. ISBN: 978-3-03719-046-3
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Talagrand, M. (2014). Convergence of Orthogonal Series; Majorizing Measures. In: Upper and Lower Bounds for Stochastic Processes. Ergebnisse der Mathematik und ihrer Grenzgebiete. 3. Folge / A Series of Modern Surveys in Mathematics, vol 60. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-54075-2_13
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DOI: https://doi.org/10.1007/978-3-642-54075-2_13
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