Power Laws

Slides

• Inference
• Internet Graphs
• Power Laws
• Power Laws Errors

Reading

• Mathematics and the Internet: A Source of Enormous Confusion and Great Potential Willinger, Alderson, Doyle
• Power Law Distributions in Empirical Data Clauset et al.
• Statistics I
• Wildfires, complexity, and highly optimized tolerance, Moritz, et al.
• The s(g)-Metric and Assortativity, Li, Alderson, Doyle, Willinger
• Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications, Li, Alderson, Doyle, Willinger
• Towards a Theory of Scale-Free Graphs: Definition, Properties, and Implications (short version)
• The ‘‘robust yet fragile’’ nature of the Internet, Doyle et al.
• The Magnitude Distribution of Earthquakes near Southern California Faults Page, Alderson, Doyle
• Statistics II
• The Estimation of Pareto Distribution by a Weighted Least Square Method, Lu and Tao