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Proceedings of the American Mathematical Society
ISSN 1088-6826 (e) ISSN 0002-9939 (p)
     

Rademacher and Gaussian averages and Rademacher cotype of operators between Banach spaces

Author(s): Aicke Hinrichs
Journal: Proc. Amer. Math. Soc. 128 (2000), 203-213.
MSC (1991): Primary 47D50, 46B07
Posted: June 21, 1999
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Abstract: A basic result of B. Maurey and G. Pisier states that Gaussian and Rademacher averages in a Banach space $X$ are equivalent if and only if $X$ has finite cotype. We complement this for linear bounded operators between Banach spaces. For $T\in {{\mathcal L}}(X,Y)$, let $\varrho(T|{\mathcal G}_n,{\mathcal R}_n)$ be the least $c$ such that

\begin{displaymath}\left( {\mathbf E} \| \sum _{k=1}^n Tx_k g_k\|^2 \right)^{1/2} \le c    \left( {\mathbf E} \| \sum _{k=1}^n x_k r_k\|^2 \right)^{1/2}, \end{displaymath}

where ${\mathcal G}_n=(g_1,\ldots,g_n)$ and ${\mathcal R}_n=(r_1,\ldots,r_n)$ are systems of $n$ independent standard Gaussian and Rademacher variables, respectively. Let $\varrho(T|{\mathcal I}_n,{\mathcal R}_n)$ be the Rademacher cotype 2 norm of $T$ computed with $n$ vectors. We prove inequalities showing that the asymptotic behaviour of the sequence $\varrho(T|{\mathcal G}_n,{\mathcal R}_n)$ is almost determined by the asymptotic behaviour of the sequence $\varrho(T|{\mathcal I}_n,{\mathcal R}_n)$. In particular, we get

\begin{displaymath}\varrho(T|{\mathcal G}_n,{\mathcal R}_n) = o(\sqrt{1+\log n})     \ \mbox{if and only if}  \     \varrho(T|{\mathcal I}_n,{\mathcal R}_n) = o(\sqrt{n}).\end{displaymath}


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Additional Information:

Aicke Hinrichs
Affiliation: Mathematical Institute, Friedrich-Schiller-University, D-07743 Jena, Germany
Email: nah@rz.uni-jena.de

DOI: 10.1090/S0002-9939-99-05012-1
PII: S 0002-9939(99)05012-1
Received by editor(s): June 5, 1997
Received by editor(s) in revised form: March 18, 1998
Posted: June 21, 1999
Additional Notes: The author is supported by DFG grant PI 322/1-1. The content of this paper is part of the author's PhD-thesis written under the supervision of A. Pietsch.
Communicated by: Dale Alspach
Copyright of article: Copyright 1999, American Mathematical Society


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Pietsch, Albrecht and Wenzel, Joerg, Orthonormal systems and Banach space geometry, Encyclopedia of Mathematics and its applications, vol. 70, Cambridge University Press, 1998. MR 1646056


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