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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 1998-11

Comparison of Prediction- and Correlation-Based Methods to Select the Best Subset of Principal Components for Principal Component Regression and Detect Outlying Objects

J. Verdú-Andrés, D. L. Massart

Applied Spectroscopy

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Research article

First published 2002-6

Application of Maximum Likelihood Principal Components Regression to Fluorescence Emission Spectra

Suzanne K. Schreyer, Michael Bidinosti, Peter D. Wentzell

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

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Research article

First published 2025

Complex-Valued Chemometrics in Spectroscopy: Principal Component Regression

Thomas G. Mayerhöfer, Oleksii Ilchenko, Andrii Kutsyk [...]

Applied Spectroscopy

Open access

Research article

First published 2020-7

Reconstruction of critical coalbed methane logs with principal component regression model: A case study

Wan Li, Tongjun Chen, Xiong Song [...]

Energy Exploration & Exploitation

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Research article

First published 1997-12

Examination of Criteria for Local Model Principal Component Regression

Gregory A. Bakken, Dixie R. Long, John H. Kalivas

Applied Spectroscopy

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Research article

First published 2020-12

Principal Component Regression for Forensic Age Determination Using the Raman Spectra of Teeth

Aziz Osmani, Matej Par, Marko Škrabić [...]

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

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Research article

First published 1996-1

A Calibration Tutorial for Spectral Data. Part 1: Data Pretreatment and Principal Component Regression Using Matlab

Paul Geladi, Harald Martens

Journal of Near Infrared Spectroscopy

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