Concept

Degree distribution

Related lectures (13)

Explores node degree and strength in network neuroscience, discussing random vs real networks and the challenges of fitting power laws to real data.

Statistical Analysis of Network Data

Explores epidemics in network data, covering SIR model, basic reproductive ratio, percolation, directed networks, and maximum likelihood estimation.

Handling Network Data

Covers handling network data, types of graphs, centrality measures, and properties of real-world networks.

Scale-Free Networks: Power Laws and Preferential Attachment

Explores scale-free networks, power laws, preferential attachment, and network assortativity.

Handling Networks: Graph Theory

Covers the fundamentals of handling networks and centrality measures in graph theory.

Network Formation: Random Connection Models

Explores network formation through random connection models and node degree distribution.

Social and Information Networks 2: Evolution

Delves into social and information networks dynamics, including herding behavior, information cascades, preferential attachment, and the Friendship Paradox.

Statistical Analysis of Network Data: Noisy Sampled Networks

Explores statistical analysis of network data, covering noisy sampled networks, likelihood estimation, multilayer networks, and directed networks.

Handling Network Data

Explores handling network data, including types of graphs, real-world network properties, and node importance measurement.

Statistical Analysis of Network Data

Introduces network data structures, models, and analysis techniques, emphasizing permutation invariance and Erdős-Rényi networks.

Handling Networks: Graph Theory

Explores graph theory concepts, centrality measures, and real-world network properties, providing insights into handling diverse types of networks.

Fixed Points in Graph Theory

Focuses on fixed points in graph theory and their implications in algorithms and analysis.

Water Distribution Networks: Hydraulic Analysis

Explores water distribution networks, emphasizing water demand estimation and pressure analysis, essential for designing efficient water-supply systems.