On efficient dimension reduction with respect to the interaction between two response variables

Double-slicing assisted sufficient dimension reduction for high-dimensional censored data

(2020) Shanshan Ding et al.   ANNALS OF STATISTICS

Matching Using Sufficient Dimension Reduction for Causal Inference

(2019) Wei Luo et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

A robust and efficient approach to causal inference based on sparse sufficient dimension reduction

(2019) Shujie Ma et al.   ANNALS OF STATISTICS

Semiparametric double robust and efficient estimation for mean functionals with response missing at random

(2018) Xu Guo et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Sparse Sliced Inverse Regression Via Lasso

(2018) Qian Lin et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Efficient integration of sufficient dimension reduction and prediction in discriminant analysis

(2018) Xin Zhang et al.   TECHNOMETRICS

Testing Missing at Random Using Instrumental Variables

(2017) Christoph Breunig   JOURNAL OF BUSINESS & ECONOMIC STATISTICS

Combining eigenvalues and variation of eigenvectors for order determination

(2016) Wei Luo et al.   BIOMETRIKA

An Extended Single-index Model with Missing Response at Random

(2016) Qihua Wang et al.   SCANDINAVIAN JOURNAL OF STATISTICS

A validated information criterion to determine the structural dimension in dimension reduction models

(2015) Yanyuan Ma et al.   BIOMETRIKA

Semiparametric Pseudo-Likelihoods in Generalized Linear Models With Nonignorable Missing Data

(2015) Jiwei Zhao et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Probability-enhanced sufficient dimension reduction for binary classification

(2014) Seung Jun Shin et al.   BIOMETRICS

A general theory for nonlinear sufficient dimension reduction: Formulation and estimation

(2013) Kuang-Yao Lee et al.   ANNALS OF STATISTICS

Dimension reduction with missing response at random

(2013) Xu Guo et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Covariate balancing propensity score

(2013) Kosuke Imai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Covariate selection for the nonparametric estimation of an average treatment effect

(2011) X. De Luna et al.   BIOMETRIKA

Fusion-Refinement Procedure for Dimension Reduction With Missing Response at Random

(2011) Xiaobo Ding et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Propensity score modelling in observational studies using dimension reduction methods

(2011) Debashis Ghosh   STATISTICS & PROBABILITY LETTERS

Sufficient dimension reduction through discretization-expectation estimation

(2010) L. Zhu et al.   BIOMETRIKA

Dimension estimation in sufficient dimension reduction: A unifying approach

(2010) E. Bura et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Kernel dimension reduction in regression

(2009) Kenji Fukumizu et al.   ANNALS OF STATISTICS

Successive direction extraction for estimating the central subspace in a multiple-index regression

(2008) Xiangrong Yin et al.   JOURNAL OF MULTIVARIATE ANALYSIS