Social networks
Project·AUG 26
Network Imprinting (Master's Dissertation)
Master's dissertation examining network imprinting in the venture capital industry — how early network structures shape subsequent patterns in entrepreneurial f…
Project·AUG 26
SIENA & ERGM Network Models
Implementation and examples for SIENA and ERGM network models — longitudinal and cross-sectional network analysis workflows in R. Part of the broader social net…
Project·AUG 26
Sunbelt 2013 Network Analysis
Network analysis contribution for Sunbelt 2013 — conference-related social network data and analysis.
Project·AUG 26
Film Character Network Analysis
Network analysis of film character relationships — extracting and analyzing character interaction networks from narrative text. Demonstrates network methods app…
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 +…
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…