Note on response dimension reduction for multivariate regression

Communications for Statistical Applications and Methods ◽

10.29220/csam.2019.26.5.519 ◽

2019 ◽

Vol 26 (5) ◽

pp. 519-526

Author(s):

Jae Keun Yoo

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Response Dimension

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Response dimension reduction for the conditional mean in multivariate regression

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.07.029 ◽

2008 ◽

Vol 53 (2) ◽

pp. 334-343 ◽

Author(s):

Jae Keun Yoo ◽

R. Dennis Cook

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Conditional Mean ◽

Response Dimension

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Sufficient dimension reduction for the conditional mean with a categorical predictor in multivariate regression

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2008.01.010 ◽

2008 ◽

Vol 99 (8) ◽

pp. 1825-1839 ◽

Author(s):

Jae Keun Yoo

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Sufficient Dimension Reduction ◽

Conditional Mean

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On fused dimension reduction in multivariate regression

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2019.103828 ◽

2019 ◽

Vol 193 ◽

pp. 103828 ◽

Author(s):

Keunbaik Lee ◽

Yuri Choi ◽

Hye Yeon Um ◽

Jae Keun Yoo

Keyword(s):

Dimension Reduction ◽

Multivariate Regression

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Effect of Dimension in Optimal Dimension Reduction Estimation for Conditional Mean Multivariate Regression

Communications for Statistical Applications and Methods ◽

10.5351/ckss.2012.19.1.107 ◽

2012 ◽

Vol 19 (1) ◽

pp. 107-115

Author(s):

Eun-Kyoung Seo ◽

Chong-Sun Park

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Optimal Dimension ◽

Conditional Mean

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Optimal sufficient dimension reduction for the conditional mean in multivariate regression

10.1093/biomet/asm003 ◽

2007 ◽

Vol 94 (1) ◽

pp. 231-242 ◽

Author(s):

J. K. Yoo ◽

R. D. Cook

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Sufficient Dimension Reduction ◽

Conditional Mean

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Response dimension reduction: model-based approach

10.1080/02331888.2017.1410152 ◽

2017 ◽

Vol 52 (2) ◽

pp. 409-425 ◽

Author(s):

Jae Keun Yoo

Keyword(s):

Dimension Reduction ◽

Reduction Model ◽

Model Based ◽

Response Dimension

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A theoretical view of the envelope model for multivariate linear regression as response dimension reduction

Journal of the Korean Statistical Society ◽

10.1016/j.jkss.2012.03.004 ◽

2013 ◽

Vol 42 (2) ◽

pp. 143-148 ◽

Author(s):

Jae Keun Yoo

Keyword(s):

Linear Regression ◽

Dimension Reduction ◽

Multivariate Linear Regression ◽

Response Dimension ◽

Theoretical View ◽

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A novel moment-based sufficient dimension reduction approach in multivariate regression

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.01.004 ◽

2008 ◽

Vol 52 (7) ◽

pp. 3843-3851 ◽

Author(s):

Jae Keun Yoo

Keyword(s):

Dimension Reduction ◽

Multivariate Regression ◽

Sufficient Dimension Reduction ◽

Reduction Approach

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Dimension Reduction: A Guided Tour

10.1561/9781601983794 ◽

2009 ◽

Author(s):

Christopher J. C. Burges

Keyword(s):

Dimension Reduction ◽

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Dimension reduction and mixed-effects model for microarray meta-analysis of cancer

Frontiers in Bioscience ◽

10.2741/2878 ◽

2008 ◽

Vol 13 (13) ◽

pp. 2714 ◽

Author(s):

Tianwei Yu

Keyword(s):

Dimension Reduction ◽

Meta Analysis ◽

Mixed Effects ◽

Mixed Effects Model

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