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| 008 | 210914s2021 flua o 000|0|eng|d | ||
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_a9781000472264 (ePub ebook) : _c£74.99 |
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_z9780367460945 (hbk.) : _c£74.99 |
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_a9781000472196 (PDF ebook) : _c£74.99 |
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_a9781003026860 (ebook) : _c£74.99 |
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| 024 | 7 |
_a10.1201/9781003026860 _2doi |
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| 035 | _a(Uk)020335417 | ||
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_a9781000472264 _bIngram Content Group |
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_aStDuBDS _beng _erda _epn _cStDuBDS _dUk |
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_a570.151 _223 _bLE |
| 100 | 1 |
_aLeCao, Kim-Anh, _eauthor. |
|
| 245 | 1 | 0 |
_aMultivariate data integration using R : _bmethods and applications with the mixOmics package / _cKim-Anh LeCao, Zoe Marie Welham. |
| 250 | _a1st | ||
| 260 |
_aFL : _bCRC Press, _cc2022. |
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| 300 |
_a1 online resource : _billustrations (colour). |
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| 490 | 0 | _aChapman & Hall/CRC computational biology series | |
| 500 | _aAcademic | ||
| 505 | 0 | _aI Modern biology and multivariate analysis 1. Multi-omics and biological systems; 2. The cycle of analysis; 3. Key multivariate concepts and dimension reduction in mixOmics; 4. Choose the right method for the right question in mixOmics II mixOmics under the hood 5. Projection to Latent Structures; 6. Visualisation for data integration; 7. Performance assessment in multivariate analyses III mixOmics in action 8. mixOmics: get started; 9. Principal Component Analysis (PCA); 10. 10 Projection to Latent Structure (PLS); 11. Canonical Correlation Analysis (CCA); 12. PLS - Discriminant Analysis (PLS-DA); 13. N − data integration; 14. P − data integration; 15. (APPENDIX) Glossary of Terms | |
| 506 | 1 |
_aLegal Deposit; _cOnly available on premises controlled by the deposit library and to one user at any one time; _eThe Legal Deposit Libraries (Non-Print Works) Regulations (UK). _5UkOxU |
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| 540 |
_aRestricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force. _5UkOxU |
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| 650 | 0 | _aBiometry. | |
| 650 | 0 | _aMultivariate analysis. | |
| 650 | 0 | _aR (Computer program language) | |
| 700 | 1 |
_aWelham, Zoe Marie, _eauthor. |
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| 776 | 0 | 8 |
_iPrint version : _z9780367460945 |
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_2ddc _cBOOKS |
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_c39052 _d39052 |
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