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...
Sparad:
| Huvudupphovsman: | |
|---|---|
| Materialtyp: | Livre numérique |
| Språk: | Anglais |
| Publicerad: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2011.
Cham : Springer Nature |
| Serie: | Use R!
|
| Ämnen: | |
| Länkar: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmärkning: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Chemometrics with R, multivariate data analysis in the natural sciences and life sciences, Ron Wehrens, Berlin, Springer, 2011, 1 vol. (XIV-285 p.), Use R!, 978-3-642-17840-5 • Chemometrics with R, Texte imprimé, 9783642178429 |
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| 100 | 1 | |a Wehrens, Ron. | |
| 245 | 1 | 0 | |a Chemometrics with R : |b multivariate data analysis in the natural sciences and life sciences |c by Ron Wehrens. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2011. | ||
| 490 | 0 | |a Use R! |x 2197-5744 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a 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. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a "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 area of chemometrics are included in a special section. The corresponding R code is provided for all the examples in the book; scripts, functions and data are available in a separate, publicly available R package. For researchers working in the life sciences, the book can also serve as an easy-to-use primer on R. | ||
| 630 | |a R |n logiciel | ||
| 650 | |a Chimiométrie | ||
| 776 | 0 | |0 151797315 |t Chemometrics with R |o multivariate data analysis in the natural sciences and life sciences |f Ron Wehrens |c Berlin |n Springer |d 2011 |p 1 vol. (XIV-285 p.) |s Use R! |z 978-3-642-17840-5 | |
| 776 | 0 | |t Chemometrics with R |b Texte imprimé |z 9783642178429 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-17841-2 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-3H154920-X |z Accès sur la plateforme Istex | |
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