Simultaneous Statistical Inference : With Applications in the Life Sciences /
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2014.
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| Edition: | 1st ed. 2014. |
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Table of Contents:
- The problem of simultaneous inference
- Part I General Theory
- Some theory of p-values
- Classes of multiple test procedures
- Simultaneous test procedures
- Stepwise rejective multiple tests
- Multiple testing and binary classification
- Multiple testing and model selection
- Software solutions for multiple hypotheses testing
- Part II From Genotype to Phenotype
- Genetic association studies
- Gene expression analyses
- Functional magnetic resonance imaging
- Part III Further Applications in the Life Sciences
- Further life science applications.