Large deviations and isoperimetry over convex probability measures with heavy tails

被引:35
作者
Bobkov, Sergey G. [1 ]
机构
[1] Univ Minnesota, Sch Math, Minneapolis, MN 55455 USA
关键词
large deviations; convex measures; dilation of sets; transportation of mass; Khinchin-type; isoperimetric; weak Poincare; Sobolev-type inequalities;
D O I
10.1214/EJP.v12-440
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 [统计学]; 070103 [概率论与数理统计]; 0714 [统计学];
摘要
Large deviations and isoperimetric inequalities are considered for probability distributions, satisfying convexity conditions of the Brunn-Minkowski-type.
引用
收藏
页码:1072 / 1100
页数:29
相关论文
共 30 条
[1]
Uniform positivity improving property, Sobolev inequalities, and spectral gaps [J].
Aida, S .
JOURNAL OF FUNCTIONAL ANALYSIS, 1998, 158 (01) :152-185
[2]
[Anonymous], 2003, ALGEBRA ANALIZ
[3]
Barthe F, 2005, APPL MATH RES EXPRES, P39, DOI 10.1155/AMRX.2005.39
[4]
Log-concave and spherical models in isoperimetry [J].
Barthe, F .
GEOMETRIC AND FUNCTIONAL ANALYSIS, 2002, 12 (01) :32-55
[5]
Coercive inequalities for Gibbs measures [J].
Bertini, L ;
Zegarlinski, B .
JOURNAL OF FUNCTIONAL ANALYSIS, 1999, 162 (02) :257-286
[6]
Bobkov S, 1996, ANN PROBAB, V24, P35
[7]
Bobkov SG, 2003, ADV MATH RE, V2, P151
[8]
Bobkov SG, 1997, ANN PROBAB, V25, P184
[9]
Isoperimetric and analytic inequalities for log-concave probability measures [J].
Bobkov, SG .
ANNALS OF PROBABILITY, 1999, 27 (04) :1903-1921
[10]
CONVEX MEASURES ON LOCALLY CONVEX-SPACES [J].
BORELL, C .
ARKIV FOR MATEMATIK, 1974, 12 (02) :239-252