2 citations · 4 across the 8 of their papers we have counts for
7 papers · 1 filter
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…
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,…
Causal Interpretation of Linear Social Interaction Models with Endogenous Networks
Tadao Hoshino
This study investigates the causal interpretation of linear social interaction models in the presence of endogeneity in network formation under a heterogeneous treatment effects fr…
Estimating a Continuous Treatment Model with Spillovers: A Control Function Approach
Tadao Hoshino
We study a continuous treatment effect model in the presence of treatment spillovers through social networks. We assume that one's outcome is affected not only by his/her own treat…
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…
Estimating Marginal Treatment Effects under Unobserved Group Heterogeneity
Tadao Hoshino, Takahide Yanagi
This paper studies treatment effect models in which individuals are classified into unobserved groups based on heterogeneous treatment rules. Using a finite mixture approach, we pr…