Implements IV-estimator and Bayesian estimator for linear-in-means Spatial Autoregressive (SAR) model (see LeSage, 1997 <https://journals.sagepub.com/doi/10.1177/016001769702000107>; Lee, 2004 <https://onlinelibrary.wiley.com/doi/abs/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>).
| Version: | 1.0.2 |
| 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: | AER, knitr, rmarkdown, CDatanet, ggplot2, MASS |
| Published: | 2023-08-22 |
| Author: | Vincent Boucher [aut], Elysee Aristide Houndetoungan [cre, aut] |
| Maintainer: | Elysee Aristide Houndetoungan <ariel92and at gmail.com> |
| BugReports: | https://github.com/ahoundetoungan/PartialNetwork/issues |
| License: | GPL-3 |
| URL: | https://github.com/ahoundetoungan/PartialNetwork |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | PartialNetwork results |
| Reference manual: | PartialNetwork.pdf |
| Vignettes: |
PartialNetwork package: Examples and Applications |
| Package source: | PartialNetwork_1.0.2.tar.gz |
| Windows binaries: | r-devel: PartialNetwork_1.0.2.zip, r-release: PartialNetwork_1.0.2.zip, r-oldrel: PartialNetwork_1.0.2.zip |
| macOS binaries: | r-release (arm64): PartialNetwork_1.0.2.tgz, r-oldrel (arm64): PartialNetwork_1.0.2.tgz, r-release (x86_64): PartialNetwork_1.0.2.tgz, r-oldrel (x86_64): PartialNetwork_1.0.2.tgz |
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