Horvath, Steve
Weighted Network Analysis
1. Networks and Fundamental Concepts
Steve Horvath
2. Approximately Factorizable Networks
Steve Horvath
3. Different Types of Network Concepts
Steve Horvath
4. Adjacency Functions and Their Topological Effects
Steve Horvath
5. Correlation and Gene Co-Expression Networks
Steve Horvath
6. Geometric Interpretation of Correlation Networks Using the Singular Value Decomposition
Steve Horvath
7. Constructing Networks from Matrices
Steve Horvath
8. Clustering Procedures and Module Detection
Steve Horvath
9. Evaluating Whether a Module is Preserved in Another Network
Steve Horvath
10. Association Measures and Statistical Significance Measures
Steve Horvath
11. Structural Equation Models and Directed Networks
Steve Horvath
12. Integrated Weighted Correlation Network Analysis of Mouse Liver Gene Expression Data
Steve Horvath
13. Networks Based on Regression Models and Prediction Methods
Steve Horvath
14. Networks Between Categorical or Discretized Numeric Variables
Steve Horvath
15. Network Based on the Joint Probability Distribution of Random Variables
Steve Horvath
Keywords: Life Sciences, Systems Biology, Bioinformatics, Human Genetics, Computer Appl. in Life Sciences
- Author(s)
- Horvath, Steve
- Publisher
- Springer
- Publication year
- 2011
- Language
- en
- Edition
- 1
- Page amount
- 23 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9781441988195