Isoperimetric and analytic inequalities for log-concave probability measures

Authors
Citation
Sg. Bobkov, Isoperimetric and analytic inequalities for log-concave probability measures, ANN PROBAB, 27(4), 1999, pp. 1903-1921
Citations number
33
Categorie Soggetti
Mathematics
Journal title
ANNALS OF PROBABILITY
ISSN journal
00911798 → ACNP
Volume
27
Issue
4
Year of publication
1999
Pages
1903 - 1921
Database
ISI
SICI code
0091-1798(199910)27:4<1903:IAAIFL>2.0.ZU;2-M
Abstract
We discuss an approach, based on the Brunn-Minkowski inequality, to isoperi metric and analytic inequalities for probability measures on Euclidean spac e with logarithmically concave densities. In particular, we show that such measures have positive isoperimetric constants in the sense of Cheeger and thus always share Poincare-type inequalities. We then describe those log-co ncave measures which satisfy isoperimetric inequalities of Gaussian type. T he results are precised in dimension 1.