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

Nyckelord: Life Sciences, Systems Biology, Bioinformatics, Human Genetics, Computer Appl. in Life Sciences