{ "_id": "6ad10c490edca5be2502176d", "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", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 17:20:58 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-15 10:20:02 UTC", "RemoteUrl": "https://github.com/cran/netmatchRI", "RemoteRef": "HEAD", "RemoteSha": "920824778233f386472528a36f6efb601023cf02", "_user": "cran", "_type": "src", "_file": "netmatchRI_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/10221de4430d1a3a1430260e4a0aa18d9849604ad1775df8c99eb35e6b7c068a", "_filesize": 661874, "_sha256": "10221de4430d1a3a1430260e4a0aa18d9849604ad1775df8c99eb35e6b7c068a", "_expires": "2027-01-23T17:24:23.000Z", "_created": "2026-10-15T17:20:58.000Z", "_published": "2026-10-15T17:24:25.773Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116565862629, "time": 136, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11993452992" }, { "job": 116565862567, "time": 138, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11994651028" }, { "job": 116563824681, "time": 252, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11993302689" }, { "job": 116565863379, "time": 110, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11993362943" }, { "job": 116565862451, "time": 112, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11993976893" }, { "job": 116565862474, "time": 126, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11994641049" } ], "_upstream": "https://github.com/cran/netmatchRI", "_commit": { "id": "920824778233f386472528a36f6efb601023cf02", "author": "Zhejia Dong ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1792059602 }, "_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": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-42", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-10-15" } ], "_stars": 0, "_contributors": [ { "user": "zhejiadong", "count": 1, "uuid": 71252555 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 631, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_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" ], "_cranurl": false, "_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/cran/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": "2026-10-15 10:20:02", "modified": "2026-10-15 10:20:02", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "netmatchri", "_universes": [ "cran", "zhejiadong" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-15T17:23:15.000Z", "distro": "resolute", "commit": "920824778233f386472528a36f6efb601023cf02", "fileid": "https://r2.ropensci.org/70fb8fcfe362a9b762282bdf8ed7cc99c1c24643b03c3a7f2266117a6aa4047a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-15T17:23:18.000Z", "distro": "resolute", "commit": "920824778233f386472528a36f6efb601023cf02", "fileid": "https://r2.ropensci.org/c6076d5da77334779bb7a7e277b3dbf3848ee18c50a7092d0ec49767b0bbfba1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-15T17:23:25.000Z", "commit": "920824778233f386472528a36f6efb601023cf02", "fileid": "https://r2.ropensci.org/0d0d904447e919541564b6ed273c7bfa9b1ce8b532c847c068999fffe958e4c1", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-15T17:22:52.000Z", "commit": "920824778233f386472528a36f6efb601023cf02", "fileid": "https://r2.ropensci.org/837bcf93158b46ec0ee0e2a32dcc5fb344c69550c342deb48fe3e3fb55f851a4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-15T17:22:52.000Z", "commit": "920824778233f386472528a36f6efb601023cf02", "fileid": "https://r2.ropensci.org/9dfec072b7ecc06b1dc52e76da42100354c3793e4da513824f06af435d0652b5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38775988365" } ] }