Application of factor analysis of infrared spectra for quantitative determination of beta-tricalcium phosphate in calcium hydroxylapatite.
This work represents a method, which allows to determine phase composition of calcium hydroxylapatite basing on its infrared spectrum. The method uses factor analysis of the spectral data of calibration set of samples to determine minimal number of factors required to reproduce the spectra within experimental error. Multiple linear regression is applied to establish correlation between factor scores of calibration standards and their properties. The regression equations can be used to predict the property value of unknown sample. The regression model was built for determination of beta-tricalcium phosphate content in hydroxylapatite. Statistical estimation of quality of the model was carried out. Application of the factor analysis on spectral data allows to increase accuracy of beta-tricalcium phosphate determination and expand the range of determination towards its less concentration. Reproducibility of results is retained.
Arsenyev
P A
PA
Department of Physics and Technology of Electrotechnical Materials & Components, Moscow Power Engineering Institute, Russia.
Trezvov
V V
VV
Saratovskaya
N V
NV
D001672:Biocompatible Materials / Q000737:chemistry*; D002130:Calcium Phosphates / Q000032:analysis*; D017886:Durapatite / Q000737:chemistry*; D005163:Factor Analysis, Statistical; D013055:Spectrophotometry, Infrared
D001672:Biocompatible Materials; D002130:Calcium Phosphates; C485817:beta-tricalcium phosphate; D017886:Durapatite; C018392:tricalcium phosphate