Chemometrics with R : Multivariate Data Analysis in the Natural Sciences and Life Sciences / by Ron Wehrens
| データ種別 | 電子書籍 |
|---|---|
| 出版者 | Berlin, Heidelberg : Springer Berlin Heidelberg |
| 出版年 | 2011 |
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| 書誌ID | OB01023698 |
|---|---|
| 本文言語 | 英語 |
| 一般注記 | 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. ỹ License restrictions may limit access Summary: "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 |
| 著者標目 | *Wehrens, Ron SpringerLink (Online service) |
| 統一書名標目 | Use R |
| 件 名 | LCSH:Life sciences LCSH:Chemistry LCSH:Bioinformatics LCSH:Biology -- Data processing 全ての件名で検索 LCSH:Statistics FREE:Life Sciences FREE:Bioinformatics FREE:Computer Applications in Chemistry FREE:Statistics for Life Sciences, Medicine, Health Sciences FREE:Computer Appl. in Life Sciences |
| 分 類 | LCC:QH324.2-324.25 DC23:570.285 |
| 巻冊次 | ISBN:9783642178412 RefWorks出力（各巻） print ; ISBN:9783642178405 RefWorks出力（各巻） |
| 資料種別 | 機械可読データファイル |
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