Medical Applications of Finite Mixture Models is popular PDF and ePub book, written by Peter Schlattmann in 2009-03-02, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, Medical Applications of Finite Mixture Models can be Read Online from any device for your convenience.
Medical Applications of Finite Mixture Models Book PDF Summary
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 mixture models may be used to aid this purpose. This book tries to show that there are a large range of applications. They include the analysis of gene - pression data, pharmacokinetics, toxicology, and the determinants of beta-carotene plasma levels. Other examples include disease clustering, data from psychophysi- ogy, and meta-analysis of published studies. The book is intended as a resource for those interested in applying these methods.
Detail Book of Medical Applications of Finite Mixture Models PDF
- Author : Peter Schlattmann
- Release : 02 March 2009
- Publisher : Springer Science & Business Media
- ISBN : 9783540686514
- Genre : Medical
- Total Page : 252 pages
- Language : English
- PDF File Size : 10,9 Mb
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