Dimension reduction in binary response regression: A joint modeling approach

Prediction analysis for microbiome sequencing data

(2019) Tao Wang et al.   BIOMETRICS

Supervised dimension reduction for ordinal predictors

(2018) Liliana Forzani et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Principal Components, Sufficient Dimension Reduction, and Envelopes

(2018) R. Dennis Cook   Annual Review of Statistics and Its Application

Sufficient Reductions in Regressions With Exponential Family Inverse Predictors

(2016) Efstathia Bura et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sufficient Reductions in Regressions With Elliptically Contoured Inverse Predictors

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

Probability-enhanced sufficient dimension reduction for binary classification

(2014) Seung Jun Shin et al.   BIOMETRICS

Principal support vector machines for linear and nonlinear sufficient dimension reduction

(2012) Bing Li et al.   ANNALS OF STATISTICS

Estimating sufficient reductions of the predictors in abundant high-dimensional regressions

(2012) R. Dennis Cook et al.   ANNALS OF STATISTICS

Dimension Reduction in Regressions With Exponential Family Predictors

(2009) R. Dennis Cook et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Likelihood-Based Sufficient Dimension Reduction

(2009) R. Dennis Cook et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Principal Fitted Components for Dimension Reduction in Regression

(2009) R. Dennis Cook et al.   STATISTICAL SCIENCE