A principal components selection method based on the modified randomization test for avoiding over-fit and under-fit in spectra calibration

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Volumn 30, Issue 11, 2010, Pages 3041-3046

  Li, Li Na ^a   Li, Qing Bo ^a   Yan, Hou Lai ^a   Zhang, Guang Jun ^a  

^a BEIHANG UNIVERSITY   (China)

Author keywords

Partial least squares; Principal component; Quantitative calibration; Randomization test; Spectral analysis

Indexed keywords

PARTIAL LEAST SQUARES; PRINCIPAL COMPONENTS; QUANTITATIVE CALIBRATION; RANDOMIZATION TESTS; SPECTRAL ANALYSIS;

CALIBRATION; EXPERIMENTS; FORECASTING; MULTIVARIABLE CONTROL SYSTEMS; NEAR INFRARED SPECTROSCOPY; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS; TESTING;

PRINCIPAL COMPONENT ANALYSIS;

EID: 78649340436     PISSN: 10000593     EISSN: None     Source Type: Journal    
DOI: 10.3964/j.issn.1000-0593(2010)11-3041-06     Document Type: Article

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