OPTIMAL COUPLING OF MULTIVARIATE DISTRIBUTIONS AND STOCHASTIC-PROCESSES

被引:38
作者
CUESTAALBERTOS, JA [1 ]
RUSCHENDORF, L [1 ]
TUERODIAZ, A [1 ]
机构
[1] UNIV MUNSTER,INST MATH STAT,W-4400 MUNSTER,GERMANY
关键词
OPTIMAL COUPLINGS; WASSERSTEIN METRICS; MULTIVARIATE DISTRIBUTIONS; RADIAL TRANSFORMATIONS; POSITIVE TRANSFORMATIONS; MONOTONE TRANSFORMATIONS;
D O I
10.1006/jmva.1993.1064
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Same explicit optimal coupling results are derived with respect to minimal metrics of lp-type. In particular, the optimality of radial transformations, positive transformations, and monotone transformations of the components is established. © 1993 Academic Press, Inc.
引用
收藏
页码:335 / 361
页数:27
相关论文
共 24 条
[1]   INEQUALITIES FOR XI-K(X,Y) WHEN MARGINALS ARE FIXED [J].
CAMBANIS, S ;
SIMONS, G ;
STOUT, W .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1976, 36 (04) :285-294
[2]   NOTES ON THE WASSERSTEIN METRIC IN HILBERT-SPACES [J].
CUESTA, JA ;
MATRAN, C .
ANNALS OF PROBABILITY, 1989, 17 (03) :1264-1276
[3]  
CUESTA JA, 1991, SKOROHOD REPRESENTAT
[4]  
CUESTALABERTOS JA, 1991, SOME STOCHASTICS MON
[5]  
DALLAGLIO G, 1991, ADV PROBABILITY DIST, P1
[6]   THE FRECHET DISTANCE BETWEEN MULTIVARIATE NORMAL-DISTRIBUTIONS [J].
DOWSON, DC ;
LANDAU, BV .
JOURNAL OF MULTIVARIATE ANALYSIS, 1982, 12 (03) :450-455
[7]   ON A FORMULA FOR THE L2 WASSERSTEIN METRIC BETWEEN MEASURES ON EUCLIDEAN AND HILBERT-SPACES [J].
GELBRICH, M .
MATHEMATISCHE NACHRICHTEN, 1990, 147 :185-203
[8]  
IOFFE A, 1979, THEORIE EXTREMALAUFG
[9]  
Kantorovich L., 1942, DOKL AKAD NAUK+, V37, P7
[10]   DUALITY THEOREMS FOR MARGINAL PROBLEMS [J].
KELLERER, HG .
ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1984, 67 (04) :399-432