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Estimation of high dimensional mean regression in the absence of symmetry and light tail assumptions 期刊论文
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2017, 卷号: 79, 期号: 1, 页码: 247-265
作者:  Fan, Jianqing;  Li, Quefeng;  Wang, Yuyan
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
High dimension  Huber loss  M-estimator  Optimal rate  Robust regularization  
TRANSPORTATION-INFORMATION INEQUALITIES FOR CONTINUUM GIBBS MEASURES 期刊论文
ELECTRONIC COMMUNICATIONS IN PROBABILITY, 2011, 卷号: 16, 页码: 600-613
作者:  Ma, Yutao;  Wang, Ran;  Wu, Liming
收藏  |  浏览/下载：110/0  |  提交时间：2018/07/30
transportation-information inequality  concentration inequality  Gibbs measure  Lyapunov function method  
Lipschitzian norm estimate of one-dimensional Poisson equations and applications 期刊论文
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2011, 卷号: 47, 期号: 2, 页码: 450-465
作者:  Djellout, Hacene;  Wu, Liming
收藏  |  浏览/下载：98/0  |  提交时间：2018/07/30
Poisson equations  Transportation-information inequalities  Concentration and isoperimetric inequalities  
Transportation inequalities for stochastic differential equations of pure jumps 期刊论文
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES, 2010, 卷号: 46, 期号: 2, 页码: 465-479
作者:  Wu, Liming
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
Transportation inequalities  Stochastic differential equations  Malliavin calculus  
Gradient estimates of Poisson equations on Riemannian manifolds and applications 期刊论文
JOURNAL OF FUNCTIONAL ANALYSIS, 2009, 卷号: 257, 期号: 12, 页码: 4015-4033
作者:  Wu, Liming
收藏  |  浏览/下载：101/0  |  提交时间：2018/07/30
Poisson equations  Gradient estimates  Transportation inequalities  Isoperimetric inequalities