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100301s2009 gw | s |||| 0|eng d |
| 020 |
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|a 9783540686514
|9 978-3-540-68651-4
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| 024 |
7 |
# |
|a 10.1007/978-3-540-68651-4
|2 doi
|
| 100 |
1 |
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|a Schlattmann, Peter.
|e author.
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| 245 |
1 |
0 |
|a Medical Applications of Finite Mixture Models
|c by Peter Schlattmann.
|h [electronic resource] /
|
| 264 |
# |
1 |
|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg,
|c 2009.
|
| 300 |
# |
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|b online resource.
|
| 336 |
# |
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|a text
|b txt
|2 rdacontent
|
| 337 |
# |
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|a computer
|b c
|2 rdamedia
|
| 338 |
# |
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|a online resource
|b cr
|2 rdacarrier
|
| 347 |
# |
# |
|a text file
|b PDF
|2 rda
|
| 490 |
1 |
# |
|a Statistics for Biology and Health,
|x 1431-8776
|
| 505 |
0 |
# |
|a Introduction - 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.
|
| 520 |
# |
# |
|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.
|
| 650 |
# |
0 |
|a Statistics.
|
| 650 |
# |
0 |
|a Epidemiology.
|
| 650 |
# |
0 |
|a Statistical methods.
|
| 650 |
# |
0 |
|a Mathematical statistics.
|
| 650 |
1 |
4 |
|a Statistics.
|
| 650 |
2 |
4 |
|a Epidemiology.
|
| 650 |
2 |
4 |
|a Statistics and Computing/Statistics Programs.
|
| 650 |
2 |
4 |
|a Biostatistics.
|
| 650 |
2 |
4 |
|a Public Health/Gesundheitswesen.
|
| 650 |
2 |
4 |
|a Statistics for Life Sciences, Medicine, Health Sciences.
|
| 710 |
2 |
# |
|a SpringerLink (Online service)
|
| 773 |
0 |
# |
|t Springer eBooks
|
| 776 |
0 |
8 |
|i Printed edition:
|z 9783540686507
|
| 830 |
# |
0 |
|a Statistics for Biology and Health,
|x 1431-8776
|
| 856 |
4 |
0 |
|u https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-540-68651-4
|
| 912 |
# |
# |
|a ZDB-2-SMA
|
| 950 |
# |
# |
|a Mathematics and Statistics (Springer-11649)
|