A Short Proof of Paouris' Inequality
Canadian mathematical bulletin, Tome 57 (2014) no. 1, pp. 3-8
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We give a short proof of a result of G. Paouris on the tail behaviour of the Euclidean norm $\left| X \right|$ of an isotropic log-concave random vector $X\,\in \,{{\mathbb{R}}^{n}},$ stating that for every $t\,\ge \,1$ , $$\mathbb{P}\left( \left| X \right|\,\ge \,ct\sqrt{n} \right)\,\le \,\exp (-t\sqrt{n}).$$ More precisely we show that for any log-concave random vector $X$ and any $p\,\ge \,1$ , $${{(\mathbb{E}{{\left| X \right|}^{p}})}^{1/p}}\,\sim \,\mathbb{E}\left| X \right|\,+\,\underset{z\in {{S}^{n-1}}}{\mathop{\sup }}\,\,{{(\mathbb{E}{{\left| \left\langle z,\,X \right\rangle\right|}^{p}})}^{1/p}}.$$
Mots-clés :
46B06, 46B09, 52A23, log-concave random vectors, deviation inequalities
Adamczak, Radosław; Latała, Rafał; Litvak, Alexander E.; Oleszkiewicz, Krzysztof; Pajor, Alain; Tomczak-Jaegermann, Nicole. A Short Proof of Paouris' Inequality. Canadian mathematical bulletin, Tome 57 (2014) no. 1, pp. 3-8. doi: 10.4153/CMB-2012-014-5
@article{10_4153_CMB_2012_014_5,
author = {Adamczak, Rados{\l}aw and Lata{\l}a, Rafa{\l} and Litvak, Alexander E. and Oleszkiewicz, Krzysztof and Pajor, Alain and Tomczak-Jaegermann, Nicole},
title = {A {Short} {Proof} of {Paouris'} {Inequality}},
journal = {Canadian mathematical bulletin},
pages = {3--8},
year = {2014},
volume = {57},
number = {1},
doi = {10.4153/CMB-2012-014-5},
url = {http://geodesic.mathdoc.fr/articles/10.4153/CMB-2012-014-5/}
}
TY - JOUR AU - Adamczak, Radosław AU - Latała, Rafał AU - Litvak, Alexander E. AU - Oleszkiewicz, Krzysztof AU - Pajor, Alain AU - Tomczak-Jaegermann, Nicole TI - A Short Proof of Paouris' Inequality JO - Canadian mathematical bulletin PY - 2014 SP - 3 EP - 8 VL - 57 IS - 1 UR - http://geodesic.mathdoc.fr/articles/10.4153/CMB-2012-014-5/ DO - 10.4153/CMB-2012-014-5 ID - 10_4153_CMB_2012_014_5 ER -
%0 Journal Article %A Adamczak, Radosław %A Latała, Rafał %A Litvak, Alexander E. %A Oleszkiewicz, Krzysztof %A Pajor, Alain %A Tomczak-Jaegermann, Nicole %T A Short Proof of Paouris' Inequality %J Canadian mathematical bulletin %D 2014 %P 3-8 %V 57 %N 1 %U http://geodesic.mathdoc.fr/articles/10.4153/CMB-2012-014-5/ %R 10.4153/CMB-2012-014-5 %F 10_4153_CMB_2012_014_5
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