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3 | Juan Estrada

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Bayesian Inference of Network Formation Models with Payoff Externalities

This paper provides a novel approach to identifying and performing inference on the utility parameters of a network formation model with payoff externalities using observed network data. The existence of externalities induces an issue of multiple …

Causal Inference in Multilayer Social Networks

This paper proposes a new method to identify and estimate the parameters of an extension of a linear model of peer effects where individuals form different types of social and professional connections that can affect their outcomes. I use a …

netivreg: Estimation of Peer Effects in Endogenous Social Networks

The command netivreg implements the Generalized Three-Stage Least Squares (G3SLS) estimator developed in Estrada et al. (2020), On the Identification and Estimation of Endogenous Peer Effects in Multiplex Networks) and the Generalized Method of …

On the Estimation of Social Effects with Observational Network Data and Random Assignment

This paper proposes a new method to identify and estimate the parameters of the popular Linear-in-Means model of social effects in situations where initial randomization of peers induces the observed network of interest. We argue that the initially …

On the Identification and Estimation of Endogenous Peer Effects in Multiplex Networks

A novel method to estimate social effect coefficients in the popular so-called linear-in-means regression model in the Social Sciences is presented here that utilizes non-experimental multidimensional network data. The procedure can accommodate …