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Medical Applications of Finite Mixture Models (2009)

Posted on 2010-04-15




Name:Medical Applications of Finite Mixture Models (2009)
ASIN/ISBN:3540686509
Publisher:Springer
Publish Date:Data: 2009
Language:Language: English
Pages:246 pages
File size:4 Mb
Publisher: Springer
Language: English
ISBN: 3540686509
Pages: 246 pages
Publish Date: 2009
File Type: PDF
File Size: 4 Mb
   Medical Applications of Finite Mixture Models (2009)

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Medical Applications of Finite Mixture Models

Description: 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.

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