| 000 | 02687nam a22005175i 4500 | ||
|---|---|---|---|
| 001 | 978-3-642-17841-2 | ||
| 003 | DE-He213 | ||
| 005 | 20140220083752.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 110119s2011 gw | s |||| 0|eng d | ||
| 020 |
_a9783642178412 _9978-3-642-17841-2 |
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| 024 | 7 |
_a10.1007/978-3-642-17841-2 _2doi |
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| 050 | 4 | _aQH324.2-324.25 | |
| 072 | 7 |
_aPSD _2bicssc |
|
| 072 | 7 |
_aUB _2bicssc |
|
| 072 | 7 |
_aSCI056000 _2bisacsh |
|
| 082 | 0 | 4 |
_a570.285 _223 |
| 100 | 1 |
_aWehrens, Ron. _eauthor. |
|
| 245 | 1 | 0 |
_aChemometrics with R _h[electronic resource] : _bMultivariate Data Analysis in the Natural Sciences and Life Sciences / _cby Ron Wehrens. |
| 264 | 1 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2011. |
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| 300 |
_aXIV, 285p. 99 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 | _aUse R | |
| 505 | 0 | _aIntroduction -- 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. | |
| 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. | ||
| 650 | 0 | _aLife sciences. | |
| 650 | 0 | _aChemistry. | |
| 650 | 0 | _aBioinformatics. | |
| 650 | 0 |
_aBiology _xData processing. |
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| 650 | 0 | _aStatistics. | |
| 650 | 1 | 4 | _aLife Sciences. |
| 650 | 2 | 4 | _aBioinformatics. |
| 650 | 2 | 4 | _aComputer Applications in Chemistry. |
| 650 | 2 | 4 | _aStatistics for Life Sciences, Medicine, Health Sciences. |
| 650 | 2 | 4 | _aComputer Appl. in Life Sciences. |
| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer eBooks | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783642178405 |
| 830 | 0 | _aUse R | |
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-642-17841-2 |
| 912 | _aZDB-2-SMA | ||
| 999 |
_c107312 _d107312 |
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