Xiangrong Yin

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

Xiangrong Yin, Bing Li, R. Dennis Cook · Journal of Multivariate Analysis · 2008 · 194 citations

Multiple-index Regression, Engineering, Successive Direction Extraction +11

Theory & Methods: Special Invited Paper: Dimension Reduction and Visualization in Discriminant Analysis (with discussion)

R. Dennis Cook, Xiangrong Yin · Australian & New Zealand Journal of Statistics · 2001 · 191 citations

Linear Discriminant Analysis, Data Classification, Classification Method +14

Dimension Reduction for the Conditional<i>k</i>th Moment in Regression

Xiangrong Yin, R. Dennis Cook · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2002 · 164 citations · Full text

Engineering, High-dimensional Method, Data Science +12

Sliced Inverse Regression with Regularizations

Lexin Li, Xiangrong Yin · Biometrics · 2007 · 154 citations

L1 Regularization, Machine Learning, Engineering +16

A nonlinear multi-dimensional variable selection method for high dimensional data: Sparse MAVE

Qin Wang, Xiangrong Yin · Computational Statistics & Data Analysis · 2008 · 85 citations

Sparse Representation, High Dimensional Data, Machine Learning +9