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• Anotace
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Anotace knihy

The book shows how to model heterogeneity in medical research with covariate adjusted finite mixture models. The areas of application include epidemiology, gene expression data, disease mapping, meta-analysis, neurophysiology and pharmacology. After an informal introduction the book provides and summarizes the mathematical background necessary to understand the algorithms. The emphasis of the book is on a variety of medical applications such as gene expression data, meta-analysis and population pharmacokinetics. These applications are discussed in detail using real data from the medical literature. The book offers an R package which enables the reader to use the methods for his/her needs.

Parametry knihy

Zařazení knihy Knihy v angličtině Medicine Medicine: general issues Public health & preventive medicine

• Plný název: Medical Applications of Finite Mixture Models
• Autor: Peter Schlattmann
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 246
• EAN: 9783540686507
• ISBN: 3540686509
• ID: 04333737
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 544 g
• Rozměry: 244 × 165 × 22 mm
• Datum vydání: 19. March 2009

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