{"product_id":"chemometrics-and-numerical-methods-in-libs","title":"Chemometrics and Numerical Methods in LIBS","description":"\u003cb\u003eChemometrics and Numerical Methods in LIBS\u003c\/b\u003e \u003cp\u003e\u003cb\u003eA practical guide to the application of chemometric methods to solve qualitative and quantitative problems in LIBS analyses\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003ci\u003eChemometrics and Numerical Methods in LIBS\u003c\/i\u003e, delivers an authoritative and practical exploration of the use of advanced chemometric methods to laser-induced breakdown spectroscopy (LIBS) cases. The book discusses the fundamentals of chemometrics before moving on to solutions that can be applied to data analysis methods. It is a concise guide designed to help readers at all levels of knowledge solve commonly encountered problems in the field. \u003c\/p\u003e\u003cp\u003eThe book includes three sections: LIBS information simplification, LIBS classification, and quantitative analysis by LIBS. Each section of the book is divided into a description of relevant techniques and practical examples of its applications. Contributors to this edited volume are the most recognized international experts on the chemometric techniques relevant to LIBS analysis. \u003c\/p\u003e\u003cp\u003e\u003ci\u003eChemometrics and Numerical Methods in LIBS\u003c\/i\u003e also includes: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eA thorough introduction to the simplification of LIBS information, including principal component analysis, independent component analysis, and parallel factor analysis \u003c\/li\u003e\n\u003cli\u003eComprehensive explorations of classification by LIBS, including spectral angle mapping, linear discriminant analysis, graph clustering, self-organizing maps, and artifical neural networks \u003c\/li\u003e\n\u003cli\u003ePractical discussions of linear methods for quantitative analysis by LIBS, including calibration curves, partial least squares regression, and limit of detection \u003c\/li\u003e\n\u003cli\u003eIn-depth examinations of multivariate analysis and non-linear methods, including calibration-free LIBS, the non-linear Kalman filter, artificial and convolutional neural networks for quantification \u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eRelevant for researchers and PhD students seeking practical information on the application of advanced statistical methods to the analysis of LIBS spectra, \u003ci\u003eChemometrics and Numerical Methods in LIBS\u003c\/i\u003e will also earn a place in the libraries of students taking courses involving LIBS spectro-analytical techniques\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Product","offer_id":54222360412504,"sku":"9781119759584","price":132.99,"currency_code":"EUR","in_stock":true}],"url":"https:\/\/agendabookshop.com\/products\/chemometrics-and-numerical-methods-in-libs","provider":"Agenda Bookshop","version":"1.0","type":"link"}