Statistical diagnostics for cancer : analyzing high-dimensional data / / edited by Frank Emmert-Streib and Matthias Dehmer
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| Titolo: |
Statistical diagnostics for cancer : analyzing high-dimensional data / / edited by Frank Emmert-Streib and Matthias Dehmer
|
| Pubblicazione: | Weinheim, : Wiley-Blackwell, 2013 |
| Descrizione fisica: | 1 online resource (xx, 292 pages) : illustrations (some color) |
| Disciplina: | 616.994075 |
| Soggetto topico: | Cancer - Diagnosis |
| Altri autori: |
Emmert-StreibFrank
DehmerMatthias <1968->
|
| Note generali: | Description based upon print version of record. |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | pt. 1. General overview -- pt. 2. Bayesian methods -- pt. 3. Network-based approaches -- pt. 4. Phenotype influence of DNA copy number aberrations. |
| Sommario/riassunto: | This ready reference discusses different methods for statistically analyzing and validating data created with high-throughput methods. As opposed to other titles, this book focusses on systems approaches, meaning that no single gene or protein forms the basis of the analysis but rather a more or less complex biological network. From a methodological point of view, the well balanced contributions describe a variety of modern supervised and unsupervised statistical methods applied to various large-scale datasets from genomics and genetics experiments. Furthermore, since the availability of suffi |
| Titolo autorizzato: | Statistical diagnostics for cancer |
| ISBN: | 9783527665471 |
| 3527665471 | |
| 9781299158511 | |
| 129915851X | |
| 9783527665440 | |
| 3527665447 | |
| 9783527665457 | |
| 3527665455 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9911020015903321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Quantitative and network biology ; ; v. 3.