Information fusion via constrained principal component regression for robust quantification with incomplete calibrations

Analytica Chimica Acta

Volumn 797, Issue , 2013, Pages 20-29

  Vogt, Frank ^a  

^a UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Constrained PCR; Ill defined measurement conditions; Incomplete calibration; Information fusion; Quantitative analyses of microalgae

Indexed keywords

CHEMICAL COMPOSITIONS; CHEMOMETRIC APPROACH; CHEMOMETRIC DATA ANALYSIS; CONCENTRATION RANGES; CONSTRAINED PCR; MEASUREMENT CONDITIONS; MICRO-ALGAE; PRINCIPAL COMPONENT REGRESSION;

ALGAE; CHEMICAL COMPOUNDS; CHROMATOGRAPHY; FOURIER TRANSFORM INFRARED SPECTROSCOPY; INFORMATION FUSION; MICROORGANISMS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

CALIBRATION;

ARTICLE; BIOMASS; CALIBRATION; CHEMOMETRIC ANALYSIS; CONCENTRATION RESPONSE; CONTROLLED STUDY; FEASIBILITY STUDY; INFRARED SPECTROSCOPY; MICROALGA; PREDICTION; PRINCIPAL COMPONENT REGRESSION; PRIORITY JOURNAL; PROTON NUCLEAR MAGNETIC RESONANCE; QUANTITATIVE ANALYSIS; REPRODUCIBILITY; SIGNAL PROCESSING; STATISTICAL ANALYSIS; STOICHIOMETRY;

EID: 84884138181     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2013.08.036     Document Type: Article

References (42)

1. Martens H., Naes T. Multivariate Calibration 1991, John Wiley & Sons, New York. 2nd ed.
2. Jolliffe I. Principal Component Analysis 2002, Springer, New York. 2nd ed.
3. Malinowski E. Factor Analysis in Chemistry 2002, John Wiley and Sons, New York. 3rd ed.
4. Haaland D., Thomas E. Anal. Chem. 1988, 60:1193-1202.
5. Box G., Draper N. Empirical Model-Building and Response Surfaces 1987, John Wiley & Sons, New York.
6. Sen A., Srivastava M. Regression Analysis - Theory, Methods Applications 1990, Springer, New York.
7. Björck A. Numerical Methods for Least Squares Problems; 1996, SIAM, Philadelphia.
8. Draper N., Smith H. Applied Regression Analysis 1998, John Wiley & Sons, New York. 3rd ed.
9. Weisberg S. Applied Linear Regression 2005, John Wiley & Sons, Hoboken. 3rd ed.
10. Giordano M. Plant Physiol. 2001, 158:577-581.
11. Giordano M., Ratti S., Domenighini A., Vogt F. Plant Ecol. Divers. 2009, 2:155-164.
12. Murdock J., Wetzel D. Appl. Spec. Rev 2009, 44:335-361.
13. Horton R., McConico M., Landry C., Tran T., Vogt F. Anal. Chim. Acta 2012, 746:1-14.
14. McConico M., Vogt F. Anal. Lett. 2013, (DOI:10.1080/00032719.2013.811682, in press).
15. Giordano M., Ratti S. J. Appl. Phycol. 2013, 10.1007/s10811-012-9966-2.
16. Horton R., Duranty E., McConico M., Vogt F. Appl. Spectrosc. 2011, 65:442-453.
17. Galassi M., Davies J., Theiler J., Gough B., Jungman G., Alken P., Booth M., Rossi F. GNU Scientific Library Reference Manual 2009, Network Theory Ltd. 3rd ed., software version 1.12.
18. Mandel J. Am. Scient. 1982, 36:15-24.
19. Vogt F., Mizaikoff B. J. Chemom. 2003, 17:346-357.
20. Deng L., Cheng K., Dong J., Griffin J., Chen Z. Chemom. Intell. Lab. Syst. 2012, 118:51-61.
21. Han X. IEEE/ACM Trans. Comput. Biol. Bioinf. 2010, 7:537-549.
22. Avriel M. Nonlinear Programming - Analysis and Methods 2003, Dover, Mineola, NY.
23. Luenberger D. Linear and Nonlinear Programming 2005, Springer, New York, NY. 2nd ed.
24. (accessed 29.8.13). http://www.gnu.org/software/gsl/.
25. (accessed 29.8.13). http://ab-initio.mit.edu/wiki/index.php/NLopt.
26. Conn A., Gould N., Toint P. SIAM J. Numer. Anal 1991, 28/2:545-572.
27. Birgin E., Martínez J. Optim. Methods Softw. 2008, 23/2:177-195.
28. Metting J. J. Ind. Microbiol. 1996, 17:477-489.
29. Andersen R. Algae Culturing Techniques 2005, Elsevier Academic Press, Burlington.
30. Behrenfeld M., Halsey K., Milligan A. Phil. Trans. Royal Soc. B 2008, 363/1504:2687-2703.
31. McConico M., Horton R., Witt K., Vogt F. J. Chemom. 2012, 26:585-597.
32. McConico M., Vogt F. J. Chemom. 2013, 27:217-219.
33. Giordano M., Kansiz M., Heraud P., Beardall J., Wood B., McNaughton D. J. Phycology 2001, 37:271-279.
34. Vogt F., Steiner H., Booksh B., Mizaikoff B. Appl. Spectrosc. 2004, 58:683-692.
35. Becker E.W. Microalgae: Biotechnology and Microbiology 1994, vol. 10. Cambridge Univ. Press, Cambridge, NY.
36. Demirbas A., Demirbas M. Energy Convers. Manage. 2011, 52:163-170.
37. Barbarino E., Lourenco S. J. Appl. Phycol. 2005, 17:447-460.
38. Spolaore P., Joannis-Cassan C., Duran E., Isambert A. J. Biosci. Bioeng. 2006, 101/2:87-96.
39. González López C., Cerón García M., Fernández F., Bustos C., Chisti Y., Sevilla J. Bioresour. Technol. 2010, 101:7587-7591.
40. Sharma K., Schuhmann H., Schenk P. Energies 2012, 5:1532-1553.
41. Hejazi M., de Lamarliere C., Rocha J., Vermue M., Tramper J., Wijffels R. Biotechnol. Bioeng. 2002, 79/1:29-36.
42. Zheng M. An Introduction to Saline Lakes on the Qinghai Tibet Plateau 1997, Kluwer Academic Publisher, Dordrecht, The Netherlands.