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Retricted access

Research article

First published 2006-1

Spectral Simulation Study on the Influence of the Principal Component Analysis Step on Principal Component Regression

Takeshi Hasegawa

Applied Spectroscopy

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Research article

First published 2012-11

Multivariate Analysis of Micro-Raman Spectra of Thermoplastic Polyurethane Blends Using Principal Component Analysis and Principal Component Regression

Andrew Todd Weakley, P.C. Temple Warwick, Thomas E. Bitterwolf [...]

Applied Spectroscopy

Open access

Research article

First published 2020-4

Near-field sound source localization using principal component analysis–multi-output support vector regression

Lanmei Wang, Yao Wang, Guibao Wang [...]

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2019-7

Analysis of key factors and prediction of gas production pressure of coalbed methane well: Combining grey relational with principal component regression analysis

Caifang Wu, Xiaolei Liu, Qizhong Zhou [...]

Energy Exploration & Exploitation

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Research article

First published 2025-8

Analysis of the Fossilization Processes of Vicarya callosa japonica Shells Using Raman Micro-Mapping Combined with Principal Component Analysis and Partial Least Squares Regression

Yuki Tanaka, Kosuke Hashimoto, Toshiya Ichiki [...]

Applied Spectroscopy

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Research article

First published 1994-1

Principal Component Regression for Mixture Resolution in Control Analysis by UV-Visible Spectrophotometry

M. Blanco, J. Coello, H. Iturriaga [...]

Applied Spectroscopy

Open access

Research article

First published 2020-1

Efficient evaluation model of beam pumping unit based on principal component regression analysis

Zhewei Ye, Zhiyang Liu, Cheng Cheng [...]

Science Progress

Open access

Review article

First published 2026

Improving the performance of independent component regression

Mahla Ghasemnejad, Alireza Arabpour, Ayyub Sheikhi

Journal of Algorithms & Computational Technology

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Research article

First published 2019-4

Quantile residual lifetime regression with functional principal component analysis of longitudinal data for dynamic prediction

Xiao Lin, Ruosha Li, Fangrong Yan [...]

Statistical Methods in Medical Research

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Research article

First published 1993-11

Laser-Induced Fluorescence Multicomponent Analysis in Full Spectra and Their Fourier Transforms by Principal Component Regression

Kaisyang Chang, Chris W. Brown, R. Ken Forcé

Applied Spectroscopy

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