# ------------------------------------------------
# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# ------------------------------------------------
cff-version: 1.2.0
message: 'To cite package "netmatchRI" in publications use:'
type: software
license: MIT
title: 'netmatchRI: Network-Constrained Matching and Randomization-Based Inference'
version: 0.1.0
doi: 10.48550/arXiv.2610.04102
identifiers:
- type: doi
value: 10.32614/CRAN.package.netmatchRI
abstract: 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 .
The optimizer can be downloaded from .
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
.
authors:
- family-names: Dong
given-names: Zhejia
email: zhejia_dong@brown.edu
preferred-citation:
type: generic
title: Network-Constrained Matching and Randomization-Based Inference for Causal
Effects
authors:
- family-names: Dong
given-names: Zhejia
email: zhejia_dong@brown.edu
- family-names: Lee
given-names: Youjin
year: '2026'
doi: 10.48550/arXiv.2610.04102
url: https://arxiv.org/abs/2610.04102
notes: arXiv:2610.04102 [stat.ME]
repository: https://zhejiadong.r-universe.dev
repository-code: https://github.com/zhejiadong/netmatchRI
commit: 36adca93b353493bda9109977522ba9e6d274d0b
url: https://github.com/zhejiadong/netmatchRI
date-released: '2026-10-16'
contact:
- family-names: Dong
given-names: Zhejia
email: zhejia_dong@brown.edu