Robustness of PARAFAC and N-PLS regression models in relation to homoscedastic and heteroscedastic noise

Chemometrics and Intelligent Laboratory Systems

Volumn 88, Issue 1, 2007, Pages 35-40

  Khayamian, T ^a  

^a ISFAHAN UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Homoscedastic and heteroscedastic noise; N PLS; PARAFAC

Indexed keywords

ACCURACY; ANALYTIC METHOD; ARTICLE; CHEMOMETRIC ANALYSIS; NOISE MEASUREMENT; PARALLEL DESIGN; PARTIAL LEAST SQUARES REGRESSION; PREDICTION; PRIORITY JOURNAL; PROCESS MODEL; SIGNAL NOISE RATIO; SIMULATION; SYSTEMATIC ERROR;

EID: 34250639021     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2006.10.006     Document Type: Article

References (11)

1. Andersson C.A., and Bro R. The N-way Toolbox for MATAB. Chemom. Intell. Lab. Syst. 52 (2000) 1
2. Skoog D.A., Holler F.J., and Nieman T.A. Principal of Instrumental Analysis (1998), Harcourt Brace & Company, Florida
3. Savitsky A., and Golay M.J.E. Anal. Chem. 36 (1964) 1627
4. Walczak B. Wavelet in Chemistry (2000), Elsevier, Amsterdam
5. Perrin C., Walczak B., and Massart D.L. Anal. Chem. 73 (2001) 4903
6. Wenzell P., Andrews D.T., Hamilton D.C., Faber K., and Kowalski B. J. Chemom. 11 (1997) 339
7. Paatero P. Chemom. Intell. Lab. Syst. 38 (1997) 223
8. Vega-Montogo L., and Wentzell P. J. Chemom. 17 (2003) 237
9. Smilde A., Bro R., and Geladi P. Multi-way Analysis with Applications in the Chemical Sciences (2004), John Wiley & Sons, Inc., Chichester
10. MATLAB 7.0, The Math Works, Inc, Natick, MA.
11. Leger M., and Wentzell P. Appl. Spectrosc. 58 (2004) 855