{ "_id": "6ad1f1f8a6a61792ed76c268", "Package": "netmatchRI", "Title": "Network-Constrained Matching and Randomization-Based Inference", "Version": "0.1.0", "Authors@R": "person(\"Zhejia\", \"Dong\", role = c(\"aut\", \"cre\"),\nemail = \"zhejia_dong@brown.edu\")", "Author": "Zhejia Dong [aut, cre]", "Maintainer": "Zhejia Dong ", "Description": "Provides network-constrained matching and\nrandomization-based inference for observational network data\nwith dependence and interference. Dual-penalty matching\nminimizes total covariate dissimilarity while enforcing\npenalties on network proximity between and within treatment\narms in matched sets. Randomization-based inference combines\nevidence from correlated matched sets based on this design. The\npackage also provides covariate-balance and network-distance\ndiagnostics, sensitivity analysis, and simulated example data.\nThe open-source 'HiGHS' solver is used by default to solve the\nmatching problem. An optional interface to the commercial\n'Gurobi Optimizer' is available. Eligible academic users can\nrequest a free license at .\nThe optimizer can be downloaded from\n. The\nassociated 'gurobi' R package is not available from CRAN; it is\ndistributed with the optimizer and can be installed by\nfollowing the official instructions at\n.", "License": "MIT + file LICENSE", "URL": "https://github.com/zhejiadong/netmatchRI", "BugReports": "https://github.com/zhejiadong/netmatchRI/issues", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Config/pak/sysreqs": "cmake libglpk-dev libxml2-dev pkg-config", "Repository": "https://zhejiadong.r-universe.dev", "Date/Publication": "2026-10-16 01:03:55 UTC", "RemoteUrl": "https://github.com/zhejiadong/netmatchri", "RemoteRef": "HEAD", "RemoteSha": "36adca93b353493bda9109977522ba9e6d274d0b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-16 09:12:35 UTC", "User": "root" }, "_user": "zhejiadong", "_type": "src", "_file": "netmatchRI_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/6b48767e17fb3d05b0bea4e7ff120588015da1679a0464eb96e798b63038aa58", "_filesize": 661798, "_sha256": "6b48767e17fb3d05b0bea4e7ff120588015da1679a0464eb96e798b63038aa58", "_expires": "2027-01-24T09:44:22.000Z", "_created": "2026-10-16T09:12:35.000Z", "_published": "2026-10-16T09:44:24.373Z", "_buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116900585896, "time": 133, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12036931315" }, { "job": 116900585974, "time": 134, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12036871597" }, { "job": 116900585880, "time": 174, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12037418772" }, { "job": 116900586017, "time": 164, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12037169659" }, { "job": 116899304166, "time": 204, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12036626990" }, { "job": 116900585922, "time": 140, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12036253736" }, { "job": 116900585860, "time": 105, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12036333562" }, { "job": 116900585905, "time": 80, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12036911234" }, { "job": 116900585965, "time": 79, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12036442727" } ], "_upstream": "https://github.com/zhejiadong/netmatchri", "_commit": { "id": "36adca93b353493bda9109977522ba9e6d274d0b", "author": "Zhejia Dong ", "committer": "Zhejia Dong ", "message": "docs: link manuscript citation to arXiv preprint\n", "time": 1792112635 }, "_maintainer": { "name": "Zhejia Dong", "email": "zhejia_dong@brown.edu", "login": "zhejiadong", "description": "", "uuid": 71252555 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "highs", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "optmatch", "role": "Imports" }, { "package": "Rglpk", "role": "Imports" }, { "package": "slam", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.2.0", "role": "Suggests" }, { "package": "gurobi", "role": "Enhances" } ], "_owner": "zhejiadong", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-23", "n": 20 }, { "week": "2026-24", "n": 4 }, { "week": "2026-31", "n": 9 }, { "week": "2026-34", "n": 5 }, { "week": "2026-39", "n": 4 }, { "week": "2026-40", "n": 1 }, { "week": "2026-42", "n": 1 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "zhejiadong", "count": 44, "uuid": 71252555 } ], "_userbio": { "uuid": 71252555, "type": "user", "name": "Zhejia Dong", "followers": 0 }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/netmatchRI" }, "_devurl": "https://github.com/zhejiadong/netmatchri", "_searchresults": 4, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/netmatchRI.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/zhejiadong/netmatchri", "_realowner": "zhejiadong", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-10-15" } ], "_exports": [ "critical_sensitivity", "diagnose_match", "matched_data", "netmatch", "plot_covariate_balance", "plot_covariate_similarity", "plot_sensitivity", "RI_adjusted", "RI_design", "RI_unadjusted", "sensitivity_grid", "simulate_netmatch_example" ], "_datasets": [ { "name": "netmatch_example", "title": "Simulated Network Data for the Analysis Workflow", "object": "netmatch_example", "file": "netmatch_example.rda", "class": [ "list" ], "fields": [], "table": false, "tojson": true } ], "_help": [ { "page": "netmatchRI-package", "title": "netmatchRI: Network-Constrained Matching and Randomization-Based Inference", "topics": [ "netmatchRI" ] }, { "page": "critical_sensitivity", "title": "Critical Sensitivity Curve and Critical Ratio", "topics": [ "critical_sensitivity" ] }, { "page": "diagnose_match", "title": "Diagnose a Matched Design", "topics": [ "diagnose_match" ] }, { "page": "matched_data", "title": "Extract Data from a Matched Design", "topics": [ "matched_data" ] }, { "page": "netmatch", "title": "Build a Network-Constrained Matched Design", "topics": [ "netmatch" ] }, { "page": "netmatch_example", "title": "Simulated Network Data for the Analysis Workflow", "topics": [ "netmatch_example" ] }, { "page": "plot_covariate_balance", "title": "Plot Covariate Balance", "topics": [ "plot_covariate_balance" ] }, { "page": "plot_covariate_similarity", "title": "Plot Covariate Similarity", "topics": [ "plot_covariate_similarity" ] }, { "page": "plot_sensitivity", "title": "Plot Sensitivity Results", "topics": [ "plot_sensitivity" ] }, { "page": "RI_adjusted", "title": "Randomization-Based Inference Adjusting for Covariance", "topics": [ "RI_adjusted" ] }, { "page": "RI_design", "title": "Randomization-Based Inference with Design-Based Covariance Bounds", "topics": [ "RI_design" ] }, { "page": "RI_unadjusted", "title": "Randomization-Based Inference Without Covariance Adjustment", "topics": [ "RI_unadjusted" ] }, { "page": "sensitivity_grid", "title": "Sensitivity Grid for Inferential Results", "topics": [ "sensitivity_grid" ] }, { "page": "simulate_netmatch_example", "title": "Generate Example Network Data", "topics": [ "simulate_netmatch_example" ] } ], "_readme": "https://github.com/zhejiadong/netmatchri/raw/HEAD/README.md", "_rundeps": [ "backports", "checkmate", "cli", "cpp11", "dplyr", "farver", "generics", "ggplot2", "glue", "gtable", "highs", "igraph", "isoband", "labeling", "lattice", "lifecycle", "magrittr", "Matrix", "mvtnorm", "optmatch", "pillar", "pkgconfig", "R6", "RColorBrewer", "Rcpp", "Rglpk", "rlang", "rlemon", "S7", "scales", "slam", "tibble", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "netmatchRI.Rmd", "filename": "netmatchRI.html", "title": "An Analysis Workflow with netmatchRI", "engine": "knitr::rmarkdown", "headings": [ "Data", "Match", "Summary and diagnostics", "Compare matching designs", "Randomization-based inference", "Sensitivity", "Interpretation" ], "created": "2026-06-03 00:16:48", "modified": "2026-10-03 02:48:58", "commits": 12 } ], "_score": 4.544068044350276, "_indexed": true, "_nocasepkg": "netmatchri", "_universes": [ "zhejiadong" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-16T09:14:39.000Z", "distro": "resolute", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/a6be9324a0b6d116cdb7f56387849ae2e5cf32b6fc77839b68d4306a61791e2b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-16T09:14:43.000Z", "distro": "resolute", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/7eb5b8e01eb5f8b082f436197d39b91615cecab98dc90c9cf54e0f199a25bef2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-10-16T09:42:11.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/9407dad336ba0d0d436eef687bd27bccf132f6488b584598aa8814c718a86880", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-10-16T09:43:03.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/d3ee6ce7a0d58d129fc2cab9bea05ab2528cc4405f8d0a458cd4eb679fec3841", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-16T09:15:11.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/1f920bf6603f32f3ae0085f411a3167cf213331f8b0ac641a9d799cf6d0d0ff8", "status": "success", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-16T09:13:56.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/fe77919501522818b1971aef41d7fac0aea372e6cb5ceda957d8c5a06e006155", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-10-16T09:13:48.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/3c37f4315b3ce56a9dde7eef1965d39d0e8c11497998c7541cc60127ce67c530", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-16T09:13:45.000Z", "commit": "36adca93b353493bda9109977522ba9e6d274d0b", "fileid": "https://r2.ropensci.org/f572e10757209e0d1a1810c5be029a7a0953dfb1d8dfa1f99c35cfcd38c39a02", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhejiadong/actions/runs/38878483229" } ] }