02947nam a22004935i 4500 978-3-031-64144-2 DE-He213 20251030112632.0 cr nn 008mamaa 240716s2024 sz | s |||| 0|eng d 9783031641442 978-3-031-64144-2 10.1007/978-3-031-64144-2 doi QD71-142 PNF bicssc SCI013010 bisacsh PNF thema Olivieri, Alejandro C. author. aut http://id.loc.gov/vocabulary/relators/aut 80695 Introduction to Multivariate Calibration [electronic resource] : A Practical Approach / by Alejandro C. Olivieri. 2nd ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. XX, 302 p. 185 illus., 178 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda 1. Chemometrics and Multivariate Calibration -- 2. The Classical Least-Squares Model -- 3. The Inverse Least-Squares Model -- 4. Principal Component Analysis -- 5. Principal Component Regression. This second edition builds upon the success of its predecessor with expanded and updated content throughout most chapters, accompanied by the addition of a new chapter on Non-linearities in Multivariate Calibration. This latest chapter explores advanced topics including Radial Basis Functions (RBF) and Feed-forward Networks (FFN), providing practical insights and real-world applications within the context of multivariate calibration. Readers will find intuitive explanations of mathematical and statistical concepts, supported by a wealth of figures and diagrams, alongside discussions on recent advancements in the field such as figures of merit, detection limits, and method comparison. With its emphasis on real applications and comprehensive updates, the second edition remains an invaluable resource for students, researchers, and practitioners navigating the complexities of multivariate analytical calibration. Analytical chemistry. Statistics . 65982 Analytical Chemistry. Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 66911 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031641435 Printed edition: 9783031641459 Printed edition: 9783031641466 https://doi.org/10.1007/978-3-031-64144-2 ZDB-2-CMS ZDB-2-SXC 61659 61659