ISSN:
0886-9383
Keywords:
Multivariate calibration and quantitation
;
Factor analysis
;
Experimental design
;
Sample selection
;
Statistical inference
;
Wavelength selection
;
Chemistry
;
Analytical Chemistry and Spectroscopy
Source:
Wiley InterScience Backfile Collection 1832-2000
Topics:
Chemistry and Pharmacology
Notes:
One of the major application areas of factor analysis, multivariate calibration and quantitation, is covered in this review. The algorithms, methodologies and applications covered include principal component regression, target transformation factor analysis, singular value decomposition and rank annihilation factor analysis. Many important areas of research having relevance to multivariate calibration and quantitation problems are also covered in this review, including background correction, measurement error, rank determination, cross-validation, figures of merit, detection of invalid samples, experimental design, sample selection, statistical inference and wavelength selection.
Type of Medium:
Electronic Resource
URL:
http://dx.doi.org/10.1002/cem.1180030404
