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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge :
RSC Pub.,
2013.
|
| Edición: | 2nd ed. |
| Colección: | RSC analytical spectroscopy monographs ;
13. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- An overview of atomic spectrometric techniques; Classical linear regression by the least squares method; Implenting a robust methodology: experimental designs and optimisation; Ordinary multiple linear regression and principal components regression; Partial least-squares regression; Multivariate regression using artificial neural networks and support vector mechines; Index