Package: PartialNetwork 1.1.2

Aristide Houndetoungan

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:10.1162/REST.a.1630>).

Authors:Vincent Boucher [aut], Aristide Houndetoungan [cre, aut]

PartialNetwork_1.1.2.tar.gz
PartialNetwork_1.1.2.zip(r-4.7)PartialNetwork_1.1.2.zip(r-4.6)PartialNetwork_1.1.2.zip(r-4.5)
PartialNetwork_1.1.2.tgz(r-4.6-x86_64)PartialNetwork_1.1.2.tgz(r-4.6-arm64)PartialNetwork_1.1.2.tgz(r-4.5-x86_64)PartialNetwork_1.1.2.tgz(r-4.5-arm64)
PartialNetwork_1.1.2.tar.gz(r-4.7-arm64)PartialNetwork_1.1.2.tar.gz(r-4.7-x86_64)PartialNetwork_1.1.2.tar.gz(r-4.6-arm64)PartialNetwork_1.1.2.tar.gz(r-4.6-x86_64)
PartialNetwork_1.1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
PartialNetwork/json (API)
NEWS

# Install 'PartialNetwork' in R:
install.packages('PartialNetwork', repos = c('https://ahoundetoungan.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ahoundetoungan/partialnetwork/issues

Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library

On CRAN:

Conda:

openblascppopenmp

6.16 score 9 stars 23 scripts 212 downloads 16 exports 18 dependencies

Last updated from:efce9de287. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK308
linux-devel-x86_64OK287
source / vignettesOK485
linux-release-arm64OK284
linux-release-x86_64OK296
macos-release-arm64OK239
macos-release-x86_64OK794
macos-oldrel-arm64OK195
macos-oldrel-x86_64OK518
windows-develOK325
windows-releaseOK320
windows-oldrelOK327
wasm-releaseOK222

Exports:dvMFfit.dnetworklogCpvMFmat.to.vecmcmcARDmcmcSARnorm.networkpeer.avgremove.idsrvMFsim.dnetworksim.IVsim.networksimSARsmmSARvec.to.mat

Dependencies:abindcodetoolsdigestdoParalleldoRNGforeachFormulaformula.toolsiteratorslatticeMatrixoperator.toolsRcppRcppArmadilloRcppEigenRcppNumericalRcppProgressrngtools

PartialNetwork: An R Package for Estimating Peer Effects Using Partial Network Data

Vincent Boucher and Elysée Aristide Houndetoungan

Rendered fromPartialNetwork_vignette.Rmdusingknitr::rmarkdownon Jun 09 2026.

Last update: 2025-11-10
Started: 2022-06-03