Marginal tests with sliced average variance estimation

By Yongwu Shao, R. Dennis Cook, Sanford Weisberg. 2007

67 citations recorded by the source corpus.

Subfields: Management Science and Operations Research, Statistics and Probability

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Management Science and Operations Research

1. Bing Li
2. R. Dennis Cook
3. Ahmed M. Elgammal
4. Chetan Tonde
5. Praneeth Vepakomma
6. Yingcun Xia
7. A. H. R. Rahmatullah Imon
8. Jamie Decoster

In Statistics and Probability

1. R. Dennis Cook
2. Bing Li
3. Liliana Forzani
4. Praneeth Vepakomma
5. Ahmed M. Elgammal
6. Chetan Tonde
7. Xiangrong Yin
8. Yingcun Xia

Citations in the corpus

• Supervised Dimensionality Reduction via Distance Correlation Maximization (2016, methodology): “Sliced Average Variance Estimation (SAVE) of Shao et al. [2009] and Shao et al. [2007] is another early method that can be used to estimate the central subspace.”
• Likelihood-Based Sufficient Dimension Reduction (2009, background): “|X under mild conditions (Li and Wang 2007; Shao, Cook, and Weisberg 2007), but its ability to detect linear trends is generally inferior to SIR’s.”