Chemometric methods application in pharmaceutical products and processes analysis and control
Jelena Djuris, Svetlana Ibric and Zorica Djuric, Department of Pharmaceutical Technology and Cosmetology, Faculty of Pharmacy, University of Belgrade, USA
This chapter provides a basic theoretical background on chemometrics and chemometric methods for the analysis of multivariate data. Multivariate data analysis is essential for both product and process development and optimization. Depending on the problem studied, classification and/or regression multivariate methods are applied for data analysis. Different supervised and unsupervised methods for classification and regression are presented, followed by examples of their application ...