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Basic chemometric techniques in atomic spectroscopy /

This is the first book for atomic spectroscopists to present the basic principles of experimental designs, optimization and multivariate regression. Multivariate regression is a valuable statistical method for handling complex problems (such as spectral and chemical interferences) which arise during...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Andrade-Garda, Jose Manuel
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : RSC Pub., ©2009.
Colección:RSC analytical spectroscopy monographs ; 10.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • A general overview of atomic spectrometric techniques / Alfredo Sanz-Medel, Rosario Pereiro and José Manuel Costa-Fernández
  • Implementing a robust methodology : experimental design and optimization / Xavier Tomás Morer, Lucinio González-Sabaté, Laura Fernández-Ruano and María Paz Gómez-Carracedo
  • Ordinary multiple linear regression and principal components regression / Joan Ferré-Baldrich and Ricard Boqué-Martí
  • Partial least-squares regression / Jose Manuel Andrade-Garda, Ricard Boqué-Martí, Joan Ferré-Baldrich and Alatzne Carlosena-Zubieta
  • Multivariate regression using artificial neural networks / Jose Manuel Andrade-Garda, Alatzne Carlosena-Zubieta, María Paz Gómez-Carracedo and Marcos Gestal-Pose.