Sparse envelope model: efficient estimation and response variable selection in multivariate linear regression

10.1093/biomet/asw036 ◽

2016 ◽

Vol 103 (3) ◽

pp. 579-593 ◽

Author(s):

Z. Su ◽

G. Zhu ◽

X. Chen ◽

Y. Yang

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Multivariate Linear Regression ◽

Efficient Estimation ◽

Response Variable ◽

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Some aspects of response variable selection and estimation in multivariate linear regression

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2021.104821 ◽

2021 ◽

pp. 104821

Author(s):

Jianhua Hu ◽

Xiaoqian Liu ◽

Xu Liu ◽

Ningning Xia

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Multivariate Linear Regression ◽

Response Variable ◽

Variable Selection And Estimation

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Groupwise partial envelope model: efficient estimation in multivariate linear regression

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2021.1921800 ◽

2021 ◽

pp. 1-19

Author(s):

Jing Zhang ◽

Zhensheng Huang ◽

Zhiqiang Jiang

Keyword(s):

Linear Regression ◽

Multivariate Linear Regression ◽

Efficient Estimation ◽

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Evaluating Variable Selection Techniques for Multivariate Linear Regression

Journal of the Korean Institute of Industrial Engineers ◽

10.7232/jkiie.2016.42.5.314 ◽

2016 ◽

Vol 42 (5) ◽

pp. 314-326

Author(s):

Nahyeon Ryu ◽

Hyungseok Kim ◽

Pilsung Kang

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Multivariate Linear Regression

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A Consistent Likelihood-Based Variable Selection Method in Normal Multivariate Linear Regression

Intelligent Decision Technologies - Smart Innovation, Systems and Technologies ◽

10.1007/978-981-16-2765-1_33 ◽

2021 ◽

pp. 391-401

Author(s):

Ryoya Oda ◽

Hirokazu Yanagihara

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Selection Method ◽

Multivariate Linear Regression ◽

Variable Selection Method

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Improved variable selection procedure for multivariate linear regression

Analytica Chimica Acta ◽

10.1016/s0003-2670(97)00450-9 ◽

1997 ◽

Vol 354 (1-3) ◽

pp. 225-232 ◽

Author(s):

A.D Walmsley

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Selection Procedure ◽

Multivariate Linear Regression ◽

Variable Selection Procedure

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Consistent variable selection criteria in multivariate linear regression even when dimension exceeds sample size

Hiroshima Mathematical Journal ◽

10.32917/hmj/1607396493 ◽

2020 ◽

Vol 50 (3) ◽

pp. 339-374

Author(s):

Ryoya Oda

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Sample Size ◽

Selection Criteria ◽

Multivariate Linear Regression

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Inner envelopes: efficient estimation in multivariate linear regression

10.1093/biomet/ass024 ◽

2012 ◽

Vol 99 (3) ◽

pp. 687-702 ◽

Author(s):

Z. Su ◽

R. D. Cook

Keyword(s):

Linear Regression ◽

Multivariate Linear Regression ◽

Efficient Estimation

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Scaled Partial Envelope Model in Multivariate Linear Regression

Statistica Sinica ◽

10.5705/ss.202020.0352 ◽

2023 ◽

Author(s):

Jing Zhang ◽

Zhensheng Huang ◽

Lixing Zhu

Keyword(s):

Linear Regression ◽

Multivariate Linear Regression ◽

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Efficient simultaneous partial envelope model in multivariate linear regression

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2021.1995866 ◽

2021 ◽

pp. 1-28

Author(s):

Jing Zhang ◽

Zhensheng Huang

Keyword(s):

Linear Regression ◽

Multivariate Linear Regression ◽

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Multivariate linear regression with variable selection by a successive projections algorithm applied to the analysis of anodic stripping voltammetry data

Electrochimica Acta ◽

10.1016/j.electacta.2014.02.029 ◽

2014 ◽

Vol 127 ◽

pp. 68-78 ◽

Author(s):

Paola D. Marreto ◽

Alexsandro M. Zimer ◽

Ronaldo C. Faria ◽

Lucia H. Mascaro ◽

Ernesto C. Pereira ◽

...

Keyword(s):

Linear Regression ◽

Variable Selection ◽

Anodic Stripping Voltammetry ◽

Stripping Voltammetry ◽

Multivariate Linear Regression ◽

Successive Projections Algorithm ◽

Anodic Stripping ◽

Successive Projections

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