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02710nam a22005175i 4500 |
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978-3-540-68651-4 |
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DE-He213 |
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20151204160834.0 |
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cr nn 008mamaa |
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100301s2009 gw | s |||| 0|eng d |
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|a 9783540686514
|9 978-3-540-68651-4
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|a 10.1007/978-3-540-68651-4
|2 doi
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|d GrThAP
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|a QA276-280
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|a PBT
|2 bicssc
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|a MBNS
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|a MED090000
|2 bisacsh
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|a 519.5
|2 23
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|a Schlattmann, Peter.
|e author.
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|a Medical Applications of Finite Mixture Models
|h [electronic resource] /
|c by Peter Schlattmann.
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| 264 |
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg,
|c 2009.
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| 300 |
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|a X, 246 p. 74 illus.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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| 347 |
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|a text file
|b PDF
|2 rda
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| 490 |
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|a Statistics for Biology and Health,
|x 1431-8776
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| 505 |
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|a Overview over the Book -- - Heterogeneity in Medicine -- Modeling Count Data -- Theory and Algorithms -- Disease Mapping and Cluster Investigations -- Modeling Heterogeneity in Psychophysiology -- Investigating and Analyzing Heterogeneity in Meta-Analysis -- Analysis of Gene Expression Data.
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| 520 |
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|a 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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| 650 |
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|a Statistics.
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| 650 |
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|a Public health.
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| 650 |
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|a Epidemiology.
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| 650 |
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|a Biostatistics.
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| 650 |
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4 |
|a Statistics.
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| 650 |
2 |
4 |
|a Statistics for Life Sciences, Medicine, Health Sciences.
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| 650 |
2 |
4 |
|a Public Health.
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| 650 |
2 |
4 |
|a Biostatistics.
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| 650 |
2 |
4 |
|a Statistics and Computing/Statistics Programs.
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| 650 |
2 |
4 |
|a Epidemiology.
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| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
0 |
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9783540686507
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| 830 |
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|a Statistics for Biology and Health,
|x 1431-8776
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| 856 |
4 |
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|u http://dx.doi.org/10.1007/978-3-540-68651-4
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SMA
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| 950 |
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|a Mathematics and Statistics (Springer-11649)
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