Treatment and spillover effects under network interference

MP Leung - Review of Economics and Statistics, 2020 - direct.mit.edu
We study nonparametric and regression estimators of treatment and spillover effects when
interference is mediated by a network. Inference is nonstandard due to dependence induced …

Nash equilibria on (un) stable networks

A Badev - Econometrica, 2021 - Wiley Online Library
In response to a change, individuals may choose to follow the responses of their friends or,
alternatively, to change their friends. To model these decisions, consider a game where …

Network data

BS Graham - Handbook of econometrics, 2020 - Elsevier
Many economic activities are embedded in networks: sets of agents and the (often) rivalrous
relationships connecting them to one another. Input sourcing by firms, interbank lending …

Limit theorems for network dependent random variables

D Kojevnikov, V Marmer, K Song - Journal of Econometrics, 2021 - Elsevier
This paper is concerned with cross-sectional dependence arising because observations are
interconnected through an observed network. Following (Doukhan and Louhichi, 1999), we …

[HTML][HTML] Who should get vaccinated? Individualized allocation of vaccines over SIR network

T Kitagawa, G Wang - Journal of Econometrics, 2023 - Elsevier
How to allocate vaccines over heterogeneous individuals is one of the important policy
decisions in pandemic times. This paper develops a procedure to estimate an individualized …

[PDF][PDF] Identification and estimation of network models with nonparametric unobserved heterogeneity

A Zeleneev - Department of Economics, Princeton University, 2020 - princeton.edu
Homophily based on observables is widespread in networks. Therefore, homophily based
on unobservables (fixed effects) is also likely to be an important determinant of the …

A weak law for moments of pairwise stable networks

MP Leung - Journal of Econometrics, 2019 - Elsevier
This paper studies the dependence structure of sparse networks realized according to a
strategic model of network formation with homophilous agents. We argue that equilibrium …

Price competition and endogenous product choice in networks: Evidence from the us airline industry

C Bontemps, C Gualdani, K Remmy - 2023 - econstor.eu
We develop a two-stage game in which competing airlines first choose the networks of
markets to serve in the first stage before competing in price in the second stage. Spillovers in …

[PDF][PDF] Optimal treatment assignment rules on networked populations

A Ananth - 2020 - abhiananthecon.github.io
I study the problem of optimally distributing treatments among individuals on a network in the
presence of spillovers in the effect of treatment across linked individuals. I consider the …

Time series approach to the evolution of networks: Prediction and estimation

A Bykhovskaya - Journal of Business & Economic Statistics, 2022 - Taylor & Francis
The article analyzes nonnegative multivariate time series which we interpret as weighted
networks. We introduce a model where each coordinate of the time series represents a …