Statistical diagnostics for cancer : analyzing high-dimensional data / / edited by Frank Emmert-Streib and Matthias Dehmer

• Pubblicazione: Weinheim, : Wiley-Blackwell, 2013; Weinheim, Germany : , : Wiley-Blackwell, , 2013
• Descrizione fisica: 1 online resource (xx, 292 pages) : illustrations (some color)
• Disciplina: 616.994075
• Soggetto topico: Cancer - Diagnosis - Statistical methods; Cancer - Genetic aspects - Statistical methods
• Persona (resp. second.): 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: 3-527-66547-1; 1-299-15851-X; 3-527-66544-7; 3-527-66545-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910830855103321
• Lo trovi qui: Univ. Federico II
• Serie: Quantitative and network biology ; ; v. 3.