The Econometric Analysis of Network Data

Presents a compact and accessible book that comprehensively summarizes modern techniques for the rigorous analysis of social and economic network data

Bryan Graham (Edited by), Aureo de Paula (Edited by)

9780128117712, Elsevier Science

Paperback, published 20 May 2020

244 pages
22.9 x 15.1 x 1.6 cm, 0.34 kg

The Econometric Analysis of Network Data serves as an entry point for advanced students, researchers, and data scientists seeking to perform effective analyses of networks, especially inference problems. It introduces the key results and ideas in an accessible, yet rigorous way. While a multi-contributor reference, the work is tightly focused and disciplined, providing latitude for varied specialties in one authorial voice.

1. Introduction
2. Dyadic regression
3. Strategic network formation
4. Testing for externalities in network formation using simulation
5. Econometric analysis of bipartite networks
6. An empirical model for strategic network formation
7. Econometric analysis of models with social interactions
8. Many player asymptotics for large network formation problems

Subject Areas: Econometrics [KCH]