A Note on Sufficient Dimension Reduction

Author

Xuerong Meggie Wen, Missouri University of Science and TechnologyFollow

Abstract

In this paper, we presented a theoretical result and then discussed possible applications of our result to SDR problems. In addition to providing insights into existing SDR methods when Y is univariate; our theorem also applies to multivariate responses, especially when the response takes the form of (Y,W), where Y is a continuous variable and W is categorical.

Recommended Citation

X. M. Wen, "A Note on Sufficient Dimension Reduction," Statistics & Probability Letters, Elsevier, Jan 2007.

The definitive version is available at https://doi.org/10.1016/j.spl.2006.12.016

Department(s)

Mathematics and Statistics

Keywords and Phrases

censoring regression; multivariate dimension reduction; slicing; sufficient dimension reduction

Document Type

Article - Journal

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2007 Elsevier, All rights reserved.

Publication Date

01 Jan 2007