DIMENSION REDUCTION BASED ON CANONICAL CORRELATION

By Wing Kam Fung, Xuming He, Li Liu, Peijian Shi. 2002

83 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/5507afdd8c208e91061b88aa8a93d4f3daa58f59

How researchers see this paper

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

1. Bing Li
2. Song-qiao Wen
3. Lixing Zhu
4. Yuexiao Dong
5. R. Dennis Cook
6. Xiangrong Yin
7. Yanyuan Ma
8. Liugen Xue

Citations in the corpus

• On a Projective Resampling Method for Dimension Reduction With Multivariate Responses (2008, background): “…(Hristache, Juditsky, Polzehl, and Spokoiny 2001), iterative Hessian transformations (Cook and Li 2002, 2004), outer product gradient estimator (Xia et al. 2002), canonical correlation estimator (Fung et al. 2002), contour regression (Li et al. 2005), and directional regression (Li and Wang 2007).”
• Dimension reduction for nonelliptically distributed predictors (2009, methodology): “These include Ordinary Least Squares (OLS) [Li and Duan (1989)], Sliced Inverse Regression (SIR) [Li (1992)], Parametric Inverse Regression (PIR) [Bura and Cook (2001)], Canonical Correlation [Fung et al. (2002)] and Kernel Inverse Regression (KIR) [Zhu and Fang (1996), Ferre and Yao (2005)].”