Package: PartialNetwork 1.0.4

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>).

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

PartialNetwork_1.0.4.tar.gz
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PartialNetwork.pdf |PartialNetwork.html
PartialNetwork/json (API)
NEWS

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

Peer review:

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:

5.56 score 7 stars 13 scripts 529 downloads 15 exports 18 dependencies

Last updated 6 months agofrom:d184535241. Checks:OK: 9. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 17 2024
R-4.5-win-x86_64OKNov 17 2024
R-4.5-linux-x86_64OKNov 17 2024
R-4.4-win-x86_64OKNov 17 2024
R-4.4-mac-x86_64OKNov 17 2024
R-4.4-mac-aarch64OKNov 17 2024
R-4.3-win-x86_64OKNov 17 2024
R-4.3-mac-x86_64OKNov 17 2024
R-4.3-mac-aarch64OKNov 17 2024

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

Dependencies:abindcodetoolsdigestdoParalleldoRNGforeachFormulaformula.toolsiteratorslatticeMatrixoperator.toolsRcppRcppArmadilloRcppEigenRcppNumericalRcppProgressrngtools

PartialNetwork: An R package for estimating peer effects using partial network information

Rendered fromPartialNetwork_vignette.Rmdusingknitr::rmarkdownon Nov 17 2024.

Last update: 2024-05-21
Started: 2022-06-03