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Peter Schlattmann - Medical Applications of Finite Mixture Models (Statistics for Biology and Health) - 9783540686507 - V9783540686507
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Medical Applications of Finite Mixture Models (Statistics for Biology and Health)

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Description for Medical Applications of Finite Mixture Models (Statistics for Biology and Health) Hardcover. This 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. Series: Statistics for Biology and Health. Num Pages: 246 pages, 1, black & white illustrations. BIC Classification: MBNS. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 244 x 165 x 22. Weight in Grams: 544.
Patients are not alike! This simple truth is often ignored in the analysis of me- cal data, since most of the time results are presented for the “average” patient. As a result, potential variability between patients is ignored when presenting, e.g., the results of a multiple linear regression model. In medicine there are more and more attempts to individualize therapy; thus, from the author’s point of view biostatis- cians should support these efforts. Therefore, one of the tasks of the statistician is to identify heterogeneity of patients and, if possible, to explain part of it with known explanatory covariates. Finite ... Read more

Product Details

Format
Hardback
Publication date
2009
Publisher
Springer
Condition
New
Series
Statistics for Biology and Health
Number of Pages
246
Place of Publication
Berlin, Germany
ISBN
9783540686507
SKU
V9783540686507
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

Reviews for Medical Applications of Finite Mixture Models (Statistics for Biology and Health)
From the reviews: “This book is intended as a resource for working statisticians, epidemiologists, pharmacokineticists and physicians. … the material is most suitable for working (bio)statisticians who wish to apply finite mixture models. The book would make a good supplementary textbook for say a second year master’s level course. … there are many nice examples demonstrating finite mixture modeling. ... Read more

Goodreads reviews for Medical Applications of Finite Mixture Models (Statistics for Biology and Health)


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