4 papers
Network-Adjusted GMM Estimation under Network Uncertainty
Tadao Hoshino
This paper proposes a network-adjusted generalized method of moments (NA-GMM) estimator for social interaction models when the observed network may differ from the true interaction…
Evaluating Policy Effects under Network Interference without Network Information: A Transfer Learning Approach
Tadao Hoshino
This paper develops a sensitivity analysis framework that transfers the average total treatment effect (ATTE) from source data with a fully observed network to target data whose ne…
Estimating Dyadic Treatment Effects with Unknown Confounders
Tadao Hoshino, Takahide Yanagi
This paper proposes estimation and inference methods for assessing treatment effects with dyadic data. Under the assumption that the treatments follow an exchangeable distribution,…
A Pairwise Strategic Network Formation Model with Group Heterogeneity: With an Application to International Travel
Tadao Hoshino
In this study, we consider a pairwise network formation model in which each dyad of agents strategically determines the link status between them. Our model allows the agents to hav…