{"product_id":"chemometrics-and-numerical-methods-in-vincenzo-palleschi-9781119759584","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 \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 \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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Vincenzo Palleschi\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1119759587\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781119759584\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/17\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 384\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.77lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.61h x 6.69w x 0.88d\u003c\/p\u003e","brand":"Vincenzo Palleschi","offers":[{"title":"Hardcover","offer_id":44075550966015,"sku":"9781119759584","price":165.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_246189cb-1887-4a33-b11f-329aca28f21b.jpg?v=1685460095","url":"https:\/\/www.whiterainbookhouse.com\/products\/chemometrics-and-numerical-methods-in-vincenzo-palleschi-9781119759584","provider":"WR Book House","version":"1.0","type":"link"}