Spatially Weighted Principal Component Regression for High-Dimensional Prediction

Lecture Notes in Computer Science - Information Processing in Medical Imaging ◽

10.1007/978-3-319-19992-4_60 ◽

2015 ◽

pp. 758-769 ◽

Author(s):

Dan Shen ◽

Hongtu Zhu

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Weighted Principal Component

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MWPCR: Multiscale Weighted Principal Component Regression for High-Dimensional Prediction

Journal of the American Statistical Association ◽

10.1080/01621459.2016.1261710 ◽

2017 ◽

Vol 112 (519) ◽

pp. 1009-1021 ◽

Author(s):

Hongtu Zhu ◽

Dan Shen ◽

Xuewei Peng ◽

Leo Yufeng Liu

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Weighted Principal Component

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A weighted-principal component regression method for the identification of physiologic systems

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.876623 ◽

2006 ◽

Vol 53 (8) ◽

pp. 1521-1530 ◽

Author(s):

Xinshu Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

Regression Method ◽

Weighted Principal Component

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Analysis of climate sensitivity via high-dimensional principal component regression

Communications in Statistics Case Studies Data Analysis and Applications ◽

10.1080/23737484.2019.1670119 ◽

2019 ◽

Vol 5 (4) ◽

pp. 394-414

Author(s):

Mohammad W. Hattab ◽

Charles S. Jackson ◽

Gabriel Huerta

Keyword(s):

Climate Sensitivity ◽

Principal Component Regression ◽

Principal Component ◽

High Dimensional

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A weighted principal component regression approach for system identification

IEEE Workshop on Statistical Signal Processing, 2003 ◽

10.1109/ssp.2003.1289380 ◽

2004 ◽

Author(s):

Xinshu Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

System Identification ◽

Principal Component Regression ◽

Principal Component ◽

Weighted Principal Component ◽

Regression Approach

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Double locally weighted principal component regression for soft sensor with sample selection under supervised latent structure

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2016.02.014 ◽

2016 ◽

Vol 153 ◽

pp. 116-125 ◽

Author(s):

Xiaofeng Yuan ◽

Biao Huang ◽

Zhiqiang Ge ◽

Zhihuan Song

Keyword(s):

Sample Selection ◽

Principal Component Regression ◽

Principal Component ◽

Soft Sensor ◽

Latent Structure ◽

Weighted Principal Component

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Performances of some high dimensional regression methods: sparse principal component regression

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2021.1898638 ◽

2021 ◽

pp. 1-15

Author(s):

Fatma Sevinç Kurnaz

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Regression Methods ◽

High Dimensional Regression

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Analysis of high dimensional gene data combining correlation principal component regression and additive risk model

2008 IEEE International Conference on Granular Computing ◽

10.1109/grc.2008.4664689 ◽

2008 ◽

Author(s):

Yichuan Zhao ◽

Guoshen Wang

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Additive Risk Model ◽

Additive Risk ◽

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Quantifying cardiac parasympathetic and sympathetic function based on a weighted-principal component regression method

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1404102 ◽

2005 ◽

Author(s):

X. Xiao ◽

R. Mukkamala ◽

R.J. Cohen

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

Regression Method ◽

Sympathetic Function ◽

Weighted Principal Component

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Predictive Analytics on High-Dimensional Big Data using Principal Component Regression (PCR)

Proceedings of 2019 the 9th International Workshop on Computer Science and Engineering ◽

10.18178/wcse.2019.03.025 ◽

2019 ◽

Keyword(s):

Big Data ◽

Predictive Analytics ◽

Principal Component Regression ◽

Principal Component ◽

High Dimensional

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Multi-block dynamic weighted principal component regression strategy for dynamic plant-wide process monitoring

Measurement ◽

10.1016/j.measurement.2021.109705 ◽

2021 ◽

pp. 109705

Author(s):

Mengyu Rong ◽

Hongbo Shi ◽

Bing Song ◽

Yang Tao

Keyword(s):

Process Monitoring ◽

Principal Component Regression ◽

Principal Component ◽

Dynamic Plant ◽

Weighted Principal Component ◽

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