Multivariate Methods in Chromatography (PDF)

Preface. Introduction. List of Abbreviations, Acronyms and Symbols. Chapter 1. Fundamentals. 1.1. Multilinear and nonlinear regression analyses. 1.2. Stepwise regression analysis and partial least squares method. 1.3. Two and three-dimensional principal component analysis, various factor analytical techniques. 1.4. Canonical correlation analysis. 1.5. Discriminance analysis. 1.6. Spectral mapping. 1.7 Nonlinear mapping. 1.8. Cluster analysis. 1.9. Other multivariate techniques (fixed-size window movement, rank annihilation, etc). 1.10. Measured and calculated physicochemical parameters of chromatographis systems and analytes. Chapter 2. Gas Chromatography (GC). 2.1. Theory and practice of gas chromatography. 2.2. Comparison of GC stationary phases using homogenous and non-homogenous set of analytes. 2.3. Elucidation of similarities and dissimilarities among samples. 2.3.1. Human health and pharmaceuticals. 2.3.2. Forensic analyses. 2.3.3. Biology and agrobiology. 2.3.4. Food and food products. 2.3.4.1. Wines. 2.3.4.2. Oils. 2.3.4.3. Foods of plant origin. 2.3.4.4. Miscellaneous food products. 2.3.5. Environmental analyses. 2.3.5.1. Volatile organic compounds (VOC), polycyclic aromatic hydrocarbons (PAH), and polychlorinated biphenyls (PCB). 2.3.5.2. Miscellaneous environmental pollutants. 2.3.5.3. Gasoline. 2.3.6. Other synthetic compounds. 2.3.7. Miscellaneous applications. Chapter 3. Liquid Chromatography (LC). 3.1. Thin-layer chromatography (TLC). 3.1.1. Theory and practice of thin-layer chromatography. 3.1.2. Multidimensional classification of TLC stationary and/or mobile phases. 3.1.3. Relationships between molecular parameters and TLC retention of analytes. 3.1.3.1. Pharmaceuticals and natural organic compounds. 3.1.3.2. Fatty acids and bile acids. 3.1.3.3. Pesticides and pesticide adjuvants. 3.1.4. Relationship between TLC retention parameters and biological activity of analytes.. 3.1.5. Miscellaneous applications. 3.2. High performance liquid chromatography

Professor Tibor Cserhati, Chemical Research Centre, Research Institute of Materials and Environmental Chemistry, Hungarian Academy of Sciences, Budapest, HungaryGraduated in Chemical Engineering in 1962 and received his PhD in 1973 from the Technical University of Budapest. From 1975 - 1988 he was a senior research scientists at the Plant Protection Institute of the Hungarian Academy of Sciences and from 1989 scientific counsellor at the Central Research Institute for Chemistry. He is the author/coauthor of more than 500 papers and 5 books. His main fields of interest are various chromatographic methods including TLC, GC and HPLC and the application of multivariate methods for the evaluation of chromatographic data.

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