Topic: social-networks
NOTE·AUG 26
ERGM: Exponential Random Graph Models for Networks
Exponential Random Graph Models (ERGMs) treat network ties as interdependent — the probability of a graph depends on structural statistics (edge count, reciproc…
NOTE·AUG 26
SIENA: Statistical Analysis of Network Dynamics
SIENA (Simulation Investigation for Empirical Network Analysis) models longitudinal network change as a stochastic process where tie formation and dissolution d…
RESEARCH·AUG 26
Network Imprinting in Venture Capital
Network imprinting examines how early relational structures constrain later network evolution — applied here to venture capital ecosystems where prior investmen…
VIEW·AUG 26
Choose SIENA or ERGM Based on Time, Not Preference
The choice between SIENA and ERGM should be driven by temporal structure of data and question, not researcher habit or software familiarity. - Multiple waves +…