Advanced topics in Sliced Inverse Regression

Sparse SIR: Optimal rates and adaptive estimation

(2020) Kai Tan et al.   ANNALS OF STATISTICS

Dimension reduction estimation for central mean subspace with missing multivariate response

(2019) Guo-Liang Fan et al.   JOURNAL OF MULTIVARIATE ANALYSIS

K-medoids inverse regression

(2018) Michael J. Brusco et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

Efficient dimension reduction for multivariate response data

(2017) Yaowu Zhang et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Minimax estimation in sparse canonical correlation analysis

(2015) Chao Gao et al.   ANNALS OF STATISTICS

Sufficient Reductions in Regressions With Elliptically Contoured Inverse Predictors

(2015) Efstathia Bura et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A sliced inverse regression approach for data stream

(2014) Marie Chavent et al.   COMPUTATIONAL STATISTICS

A new sliced inverse regression method for multivariate response

(2014) R. Coudret et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Dimension reduction and predictor selection in semiparametric models

(2013) Z. Yu et al.   BIOMETRIKA

A minimum discrepancy approach to multivariate dimension reduction via $k$-means inverse regression

(2013) Akim Adekpedjou et al.   Statistics and Its Interface

Model-Free Feature Screening for Ultrahigh-Dimensional Data

(2012) Li-Ping Zhu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches

(2011) Benoît Liquet et al.   COMPUTATIONAL STATISTICS

Optimal quantization applied to sliced inverse regression

(2011) Romain Azaïs et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Bagging Versions of Sliced Inverse Regression

(2010) Vanessa Kuentz et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

A Note on Sliced Inverse Regression with Regularizations

(2008) C. Bernard-Michel et al.   BIOMETRICS

Application of the Bootstrap Approach to the Choice of Dimension and the α Parameter in the SIRαMethod

(2008) Benoît Liquet et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Kernel Sliced Inverse Regression with Applications to Classification

(2008) Han-Ming Wu   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Sliced inverse regression for multivariate response regression

(2008) Heng-Hui Lue   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

New approaches to model-free dimension reduction for bivariate regression

(2008) Xuerong Meggie Wen et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

On a Projective Resampling Method for Dimension Reduction With Multivariate Responses

(2008) Bing Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Gaussian Regularized Sliced Inverse Regression

(2008) Caroline Bernard-Michel et al.   STATISTICS AND COMPUTING