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, 2025 <doi:10.48550/arXiv.2509.08145>).

Version:	1.1.2
Depends:	R (≥ 3.5.0)
Imports:	Rcpp (≥ 1.0.0), Formula, formula.tools, abind, Matrix, parallel, doParallel, foreach, doRNG
LinkingTo:	Rcpp, RcppArmadillo (≥ 0.11.4.4.0), RcppEigen, RcppNumerical, RcppProgress
Suggests:	ivreg, knitr, rmarkdown, ggplot2, MASS, dplyr
Published:	2025-11-10
DOI:	10.32614/CRAN.package.PartialNetwork
Author:	Vincent Boucher [aut], Aristide Houndetoungan [cre, aut]
Maintainer:	Aristide Houndetoungan <ahoundetoungan at ecn.ulaval.ca>
BugReports:	https://github.com/ahoundetoungan/PartialNetwork/issues
License:	GPL-3
URL:	https://github.com/ahoundetoungan/PartialNetwork
NeedsCompilation:	yes
Citation:	PartialNetwork citation info
Materials:	NEWS
CRAN checks:	PartialNetwork results

Documentation:

Reference manual:	PartialNetwork.html , PartialNetwork.pdf
Vignettes:	PartialNetwork package: Examples and Applications (source, R code)

Downloads:

Package source:	PartialNetwork_1.1.2.tar.gz
Windows binaries:	r-devel: PartialNetwork_1.1.2.zip, r-release: PartialNetwork_1.1.2.zip, r-oldrel: PartialNetwork_1.1.2.zip
macOS binaries:	r-release (arm64): PartialNetwork_1.1.2.tgz, r-oldrel (arm64): PartialNetwork_1.1.2.tgz, r-release (x86_64): PartialNetwork_1.1.2.tgz, r-oldrel (x86_64): PartialNetwork_1.1.2.tgz
Old sources:	PartialNetwork archive

Reverse dependencies:

Reverse suggests:

QuantilePeer

Linking:

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