scholarly journals Heterogeneous Treatment and Spillover Effects Under Clustered Network Interference

2020 ◽  
Author(s):  
Falco Bargagli Stoffi ◽  
Costanza Tortù ◽  
Laura Forastiere
Keyword(s):  
Spillover Effects ◽  
Network Interference ◽  
Clustered Network

Treatment and Spillover Effects Under Network Interference

2020 ◽  
Vol 102 (2) ◽  
pp. 368-380 ◽  
Author(s):  
Michael P. Leung
Keyword(s):  
Degree Distribution ◽  
Network Inference ◽  
Network Formation ◽  
Spillover Effects ◽  
Asymptotically Normal ◽  
Variance Estimators ◽  
Strategic Model ◽  
Regression Estimators ◽  
Network Interference ◽  
Using Data

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 by treatment spillovers and network-correlated effects. We derive restrictions on the network degree distribution under which the estimators are consistent and asymptotically normal and show they can be verified under a strategic model of network formation. We also construct consistent variance estimators robust to heteroskedasticity and network dependence. Our results allow for the estimation of spillover effects using data from only a single, possibly sampled, network.

BRAND STRUCTURES MATTER EXTENSION SPILLOVER EFFECTS

2018 ◽  
Vol 2018 ◽  
pp. 1174-1174 ◽  
Author(s):  
Joseph W. Chang ◽  
Keyword(s):  
Spillover Effects

Spillover Effects of Regional Apartment Business Cycles Using Factor-Augmented VAR Model

2019 ◽  
Vol 27 (3) ◽  
pp. 147-171
Author(s):  
Doo-Won Bang ◽  
Hyuck-Shin Kwon ◽  
Myeong-Hyeon Kim
Keyword(s):  
Business Cycles ◽  
Spillover Effects ◽  
Var Model
Sign in / Sign up

Export Citation Format

Share Document