PartialNetwork: Estimating Peer Effects Using Partial Network Data

Implements IV-estimator and Bayesian estimator for linear-in-means Spatial Autoregressive (SAR) model (see LeSage, 1997 <doi:10.1177/016001769702000107>; Lee, 2004 <doi:10.1111/j.1468-0262.2004.00558.x>; Bramoullé et al., 2009 <doi:10.1016/j.jeconom.2008.12.021>), while assuming that only a partial information about the network structure is available. Examples are when the adjacency matrix is not fully observed or when only consistent estimation of the network formation model is available (see Boucher and Houndetoungan <https://ahoundetoungan.com/files/Papers/PartialNetwork.pdf>).

Package details

AuthorVincent Boucher [aut], Aristide Houndetoungan [cre, aut]
MaintainerAristide Houndetoungan <ahoundetoungan@gmail.com>
LicenseGPL-3
Version1.0.4
URL https://github.com/ahoundetoungan/PartialNetwork
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("PartialNetwork")

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PartialNetwork documentation built on May 29, 2024, 10:08 a.m.