Hahne, Florian
Bioconductor Case Studies
1. The ALL Dataset
F. Hahne, R. Gentleman
2. R and Bioconductor Introduction
R. Gentleman, F. Hahne, S. Falcon, M. Morgan
3. Processing Affymetrix Expression Data
R. Gentleman, W. Huber
4. Two Color Arrays
Florian Hahne, Wolfgang Huber
5. Fold Changes, Log Ratios, Background Correction, Shrinkage Estimation, and Variance Stabilization
W. Huber
6. Easy Differential Expression
F. Hahne, W. Huber
7. Differential Expression
W. Huber, D. Scholtens, F. Hahne, A. Heydebreck
8. Annotation and Metadata
W. Huber, F. Hahne
9. Supervised Machine Learning
R. Gentleman, W. Huber, V. J. Carey
10. Unsupervised Machine Learning
R. Gentleman, V. J. Carey
11. Using Graphs for Interactome Data
T. Chiang, S. Falcon, F. Hahne, W. Huber
12. Graph Layout
F. Hahne, W. Huber, R. Gentleman
13. Gene Set Enrichment Analysis
R. Gentleman, M. Morgan, W. Huber
14. Hypergeometric Testing Used for Gene Set Enrichment Analysis
S. Falcon, R. Gentleman
15. Solutions to Exercises
Florian Hahne, Wolfgang Huber, Robert Gentleman, Seth Falcon
Keywords: Statistics, Statistics for Life Sciences, Medicine, Health Sciences, Computational Biology/Bioinformatics, Bioinformatics, Mathematical Biology in General
- Author(s)
- Hahne, Florian
- Huber, Wolfgang
- Gentleman, Robert
- Falcon, Seth
- Publisher
- Springer
- Publication year
- 2008
- Language
- en
- Edition
- 1
- Series
- Use R!
- Page amount
- 294 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9780387772400