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Chemometrics with R Multivariate Data Analysis in the Natural Sciences and Life Sciences /
"Chemometrics with R" offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the a...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Colección: | Use R!,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Part I Preliminaries: Data
- Preprocessing
- Part II Exploratory Analysis: Principal Component Analysis
- Self-Organizing Maps
- Clustering
- Part III Modelling: Classification
- Multivariate Regression
- Part IV Model Inspection: Validation
- Variable Selection
- Part V Applications: Chemometric
- Part VI Appendices: R packages Used in This Book
- References
- Index.