PartialNetwork

Estimating Peer Effects Using Partial Network Data

CRAN Package

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).

  • Version1.0.4
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?Yes
  • Last release05/15/2024

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  • Imports8 packages
  • Suggests6 packages
  • Linking To5 packages