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Subspace Regression Ensemble Method Based on Variable Clustering for Near-Infrared Spectroscopic Calibration

✍ Scribed by Tan, Chao; Qin, Xin; Li, Menglong


Book ID
120940017
Publisher
Taylor and Francis Group
Year
2009
Tongue
English
Weight
626 KB
Volume
42
Category
Article
ISSN
0003-2719

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Comparison of several calibration methods (principal component regression (PCR), partial least-squares, multiple linear regression), with and without feature selection, applied on near-infrared spectroscopic data is presented for a pharmaceutical application. It is shown that PCR with selection of p