Variables, Probability, and Scale-Free Networks

Variables, Probability, and Scale-Free Networks

Understanding that the Web is a scale-free network requires some probability theory:

Variables and Probability

Variables in mathematics
Variables in algorithms
Random variables
Discrete vs. continuous variables
Probability distributions
Degree distributions

General discussion of scale-free networks:

Six Degrees Chapter 4, pp 101-114
From previous chapter on Network Dynamics
- Hubs and cumulative advantage
- Preferential attachment algorithm

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