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Provides network-constrained matching and randomization-based inference for observational network data with dependence and interference. Dual-penalty matching minimizes total covariate dissimilarity while enforcing penalties on network proximity between and within treatment arms in matched sets. Randomization-based inference combines evidence from correlated matched sets based on this design. The package also provides covariate-balance and network-distance diagnostics, sensitivity analysis, and simulated example data. The open-source 'HiGHS' solver is used by default to solve the matching problem. An optional interface to the commercial 'Gurobi Optimizer' is available. Eligible academic users can request a free license at <https://www.gurobi.com/academics/>. The optimizer can be downloaded from <https://www.gurobi.com/product/download-center>. The associated 'gurobi' R package is not available from CRAN; it is distributed with the optimizer and can be installed by following the official instructions at <https://docs.gurobi.com/projects/optimizer/en/current/reference/r/setup.html>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.1.0) |
| Imports: | ggplot2, graphics, highs, igraph, Matrix, mvtnorm, optmatch, Rglpk, slam, stats, utils |
| Suggests: | knitr, MASS, rmarkdown, testthat (≥ 3.2.0) |
| Enhances: | gurobi |
| Published: | 2026-10-15 |
| DOI: | 10.32614/CRAN.package.netmatchRI |
| Author: | Zhejia Dong [aut, cre] |
| Maintainer: | Zhejia Dong <zhejia_dong at brown.edu> |
| BugReports: | https://github.com/zhejiadong/netmatchRI/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/zhejiadong/netmatchRI |
| NeedsCompilation: | no |
| Citation: | netmatchRI citation info |
| Materials: | README, NEWS |
| CRAN checks: | netmatchRI results |
| Reference manual: | netmatchRI.html , netmatchRI.pdf |
| Vignettes: |
An Analysis Workflow with netmatchRI (source, R code) |
| Package source: | netmatchRI_0.1.0.tar.gz |
| Windows binaries: | r-devel: netmatchRI_0.1.0.zip, r-release: netmatchRI_0.1.0.zip, r-oldrel: netmatchRI_0.1.0.zip |
| macOS binaries: | r-release (arm64): netmatchRI_0.1.0.tgz, r-oldrel (arm64): netmatchRI_0.1.0.tgz, r-release (x86_64): netmatchRI_0.1.0.tgz, r-oldrel (x86_64): netmatchRI_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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