netmatchRI: Network-Constrained Matching and Randomization-Based Inference
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 (may not be active yet) |
| 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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=netmatchRI
to link to this page.