{ "_id": "6a2334e6530b9bc726bd2f60", "Package": "iglm", "Type": "Package", "Title": "Regression under Interference in Connected Populations", "Version": "1.2.4", "Date": "2026-04-10", "Authors@R": "c(\nperson(given = \"Cornelius\", family = \"Fritz\", role = c(\"aut\", \"cre\"), email = \"corneliusfritz2010@gmail.com\"),\nperson(given = \"Michael\", family = \"Schweinberger\", role = c(\"aut\"), email = \"michael.schweinberger@psu.edu\"))", "Description": "An implementation of generalized linear models (GLMs) for\nstudying relationships among attributes in connected\npopulations, where responses of connected units can be\ndependent, as introduced by Fritz et al. (2025)\n. 'igml' extends GLMs for\nindependent responses to dependent responses and can be used\nfor studying spillover in connected populations and other\nnetwork-mediated phenomena.", "License": "GPL-3", "RoxygenNote": "7.3.3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "LazyData": "false", "SystemRequirements": "C++17", "URL": "https://corneliusfritz.github.io/iglm/", "BugReports": "https://github.com/corneliusfritz/iglm/issues", "Config/pak/sysreqs": "libfontconfig1-dev libfreetype6-dev libfribidi-dev\nlibglpk-dev libharfbuzz-dev libicu-dev libjpeg-dev libpng-dev\nlibtiff-dev libwebp-dev libxml2-dev", "Repository": "https://corneliusfritz.r-universe.dev", "Date/Publication": "2026-06-05 15:59:07 UTC", "RemoteUrl": "https://github.com/corneliusfritz/iglm", "RemoteRef": "HEAD", "RemoteSha": "85e95a85636868300339aba6b711c3f86f2ace0a", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-05 20:33:20 UTC", "User": "root" }, "Author": "Cornelius Fritz [aut, cre],\nMichael Schweinberger [aut]", "Maintainer": "Cornelius Fritz ", "MD5sum": "d249b7f332b7f9ddad4025eb7cb9c183", "_user": "corneliusfritz", "_type": "src", "_file": "iglm_1.2.4.tar.gz", "_fileid": "985e5d3c5a67c4dc9b5249529ff201cd039be1e8c912bd50a31b8db4e27204d7", "_filesize": 7385213, "_sha256": "985e5d3c5a67c4dc9b5249529ff201cd039be1e8c912bd50a31b8db4e27204d7", "_created": "2026-06-05T20:33:20.000Z", "_published": "2026-06-05T20:43:17.978Z", "_distro": "noble", "_jobs": [ { "job": 79809041100, "time": 216, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7446324808" }, { "job": 79809041091, "time": 235, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7446329048" }, { "job": 79809041089, "time": 229, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7446328683" }, { "job": 79809041076, "time": 211, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7446322317" }, { "job": 79809041156, "time": 212, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7446314116" }, { "job": 79809041106, "time": 476, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7446393066" }, { "job": 79809041139, "time": 163, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7446303514" }, { "job": 79809041137, "time": 510, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7446403108" }, { "job": 79808155046, "time": 344, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7446259662" }, { "job": 79809041176, "time": 165, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7446309174" }, { "job": 79809041122, "time": 212, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7446322807" }, { "job": 79809041134, "time": 224, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7446326518" }, { "job": 79809041093, "time": 217, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7446323907" } ], "_buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/corneliusfritz/iglm", "_commit": { "id": "85e95a85636868300339aba6b711c3f86f2ace0a", "author": "Cornelius Fritz ", "committer": "Cornelius Fritz ", "message": "ed\n", "time": 1780675147 }, "_maintainer": { "name": "Cornelius Fritz", "email": "corneliusfritz2010@gmail.com", "login": "corneliusfritz", "description": "", "uuid": 19375653 }, "_registered": true, "_dependencies": [ { "package": "RcppProgress", "role": "Depends" }, { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppProgress", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Matrix", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.8", "role": "Imports" }, { "package": "R6", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "RcppArmadillo", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "coda", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "ragg", "role": "Imports" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "corneliusfritz", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-46", "n": 30 }, { "week": "2025-47", "n": 5 }, { "week": "2025-48", "n": 9 }, { "week": "2025-49", "n": 2 }, { "week": "2025-50", "n": 6 }, { "week": "2025-51", "n": 2 }, { "week": "2026-07", "n": 4 }, { "week": "2026-09", "n": 5 }, { "week": "2026-10", "n": 17 }, { "week": "2026-11", "n": 5 }, { "week": "2026-12", "n": 8 }, { "week": "2026-13", "n": 1 }, { "week": "2026-14", "n": 1 }, { "week": "2026-15", "n": 1 }, { "week": "2026-17", "n": 2 }, { "week": "2026-23", "n": 2 } ], "_tags": [], "_stars": 1, "_contributors": [ { "user": "corneliusfritz", "count": 128, "uuid": 19375653 } ], "_userbio": { "uuid": 19375653, "type": "user", "name": "Cornelius Fritz " }, "_downloads": { "count": 518, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/iglm" }, "_devurl": "https://github.com/corneliusfritz/iglm", "_pkgdown": "https://corneliusfritz.github.io/iglm/", "_searchresults": 9, "_topics": [ "openblas", "cpp", "openmp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/iglm.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/corneliusfritz/iglm", "_realowner": "corneliusfritz", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2025-11-25" }, { "version": "1.1", "date": "2025-11-28" }, { "version": "1.2", "date": "2026-03-15" }, { "version": "1.2.1", "date": "2026-03-18" }, { "version": "1.2.2", "date": "2026-03-30" }, { "version": "1.2.3", "date": "2026-04-10" }, { "version": "1.2.4", "date": "2026-04-23" } ], "_exports": [ "control.iglm", "create_userterms_skeleton", "iglm", "iglm.data", "iglm.data_generator", "iglm.object.generator", "results", "sampler.iglm", "sampler.net.attr", "sampler.net.attr.generator", "simulate_iglm", "statistics" ], "_datasets": [ { "name": "copenhagen", "title": "Copenhagen Network Study", "object": "copenhagen", "file": "copenhagen.rda", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "state_twitter", "title": "Twitter (X) data list for U.S. state legislators (10-state subset)", "object": "state_twitter", "file": "state_twitter.rda", "class": [ "list" ], "fields": [], "table": true, "tojson": true } ], "_help": [ { "page": "control.iglm", "title": "Set Control Parameters for iglm Estimation", "topics": [ "control.iglm" ] }, { "page": "copenhagen", "title": "Copenhagen Network Study", "topics": [ "copenhagen" ] }, { "page": "create_userterms_skeleton", "title": "Generate the Skeleton for an R Package to Implement Additional iglm Terms", "topics": [ "create_userterms_skeleton" ] }, { "page": "iglm", "title": "Construct an iglm Model Specification Object", "topics": [ "iglm", "iglm.object" ] }, { "page": "iglm-terms", "title": "Model Specification for iglm Terms", "topics": [ "attribute_x-term", "attribute_xy-term", "attribute_xz-term", "attribute_y-term", "attribute_yz-term", "cov_x-term", "cov_y-term", "cov_z-term", "cov_z_in-term", "cov_z_out-term", "degrees-term", "edges-term", "edges_x_match-term", "edges_y_match-term", "gwdegree-term", "gwdsp-term", "gwesp-term", "gwidegree-term", "gwodegree-term", "iglm-terms", "iglm.terms", "inedges_x-term", "inedges_y-term", "isolates-term", "mutual-term", "nonisolates-term", "outedges_x-term", "outedges_y-term", "spillover_xx-term", "spillover_xx_scaled-term", "spillover_xy-term", "spillover_xy_scaled-term", "spillover_yc-term", "spillover_yc_symm-term", "spillover_yx-term", "spillover_yx_scaled-term", "spillover_yy-term", "spillover_yy_scaled-term", "transitive-term" ] }, { "page": "iglm.data", "title": "Constructor for the iglm.data R6 object", "topics": [ "iglm.data" ] }, { "page": "iglm.data_generator", "title": "Networks with Unit-Level Attributes (R6 Class)", "topics": [ "iglm.data_generator" ] }, { "page": "iglm.object.generator", "title": "iglm Objects (R6 Class)", "topics": [ "iglm.object.generator" ] }, { "page": "results", "title": "Constructor for the results R6 Object", "topics": [ "results" ] }, { "page": "results.generator", "title": "iglm Estimation and Simulation Results (R6 Class)", "topics": [ "results.generator" ] }, { "page": "sampler.iglm", "title": "Constructor for a iglm Sampler", "topics": [ "sampler.iglm" ] }, { "page": "sampler.iglm.generator", "title": "iglm Sampler Settings (R6 Class)", "topics": [ "sampler.iglm.generator" ] }, { "page": "sampler.net.attr", "title": "Constructor for Single Component Sampler Settings", "topics": [ "sampler.net.attr" ] }, { "page": "sampler.net.attr.generator", "title": "Single Component Sampler Settings (R6 Class)", "topics": [ "sampler.net.attr.generator" ] }, { "page": "simulate_iglm", "title": "Simulate Responses and Connections", "topics": [ "simulate_iglm" ] }, { "page": "state_twitter", "title": "Twitter (X) data list for U.S. state legislators (10-state subset)", "topics": [ "state_twitter" ] }, { "page": "statistics", "title": "Compute Statistics", "topics": [ "statistics" ] } ], "_pkglogo": "https://github.com/corneliusfritz/iglm/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/corneliusfritz/iglm/raw/HEAD/README.md", "_rundeps": [ "base64enc", "cli", "coda", "cpp11", "glue", "igraph", "jsonlite", "lattice", "lifecycle", "magrittr", "MASS", "Matrix", "pkgconfig", "R6", "ragg", "Rcpp", "RcppArmadillo", "RcppProgress", "rlang", "stringi", "systemfonts", "textshaping", "vctrs" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "iglm.Rmd", "filename": "iglm.html", "title": "Joint Modeling of Networks and Attributes with iglm", "engine": "knitr::rmarkdown", "headings": [ "Overview", "Model Specification", "Model Simulation", "Model Estimation", "Model Assessment" ], "created": "2025-11-10 09:42:08", "modified": "2026-04-23 10:46:15", "commits": 14 } ], "_score": 4.903089986991944, "_indexed": true, "_nocasepkg": "iglm", "_universes": [ "corneliusfritz" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.4", "date": "2026-06-05T20:36:45.000Z", "distro": "noble", "arch": "aarch64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "a0217a6c2a7abcdb4ea39ae2dc50ba46aadb0e370bdf0917437732041f102937", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.7.0", "os": "linux", "version": "1.2.4", "date": "2026-06-05T20:36:57.000Z", "distro": "noble", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "cd5866b79768a425daf1e3ded4c5b0ef67bb86fdb02dc26178fa519b6c0a84ad", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "linux", "version": "1.2.4", "date": "2026-06-05T20:37:04.000Z", "distro": "noble", "arch": "aarch64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "9d2c2542bdb2c1b3e7f8a2ec98237b0677f3be358b6b351e7089eb39bc6ce1ca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "linux", "version": "1.2.4", "date": "2026-06-05T20:36:28.000Z", "distro": "noble", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "f062f202436bd338cf65d5fa90e909f12d722d3c801a196d73ffa10d391419ce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.5.3", "os": "mac", "version": "1.2.4", "date": "2026-06-05T20:36:32.000Z", "arch": "aarch64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "adce695cd649c151a9d6cd9fa037965a1612ec531566416980081871ae22e8c8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.5.3", "os": "mac", "version": "1.2.4", "date": "2026-06-05T20:38:39.000Z", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "e9ba7b2f8e181f5cfbf6815acc6ca2c3e939c93f90b94732c4d9b3b5746a642e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "mac", "version": "1.2.4", "date": "2026-06-05T20:36:00.000Z", "arch": "aarch64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "f027efffecbe36b0b6c3c7f0e3d092b49b0de94d481b6e762c381c81f6296e90", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "mac", "version": "1.2.4", "date": "2026-06-05T20:39:20.000Z", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "ed16f3855733faed2cb2cd490fdc9e5635a05a7498df22f530bf4bf64bd126a8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.4", "date": "2026-06-05T20:36:40.000Z", "arch": "emscripten", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "74283e173c9f2b541916ba74f7f5824ecbcee21ea67c0f634ab88e4ad8ab19b4", "status": "success", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.7.0", "os": "win", "version": "1.2.4", "date": "2026-06-05T20:35:50.000Z", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "bb34cb520243ca41e98ca0fade5828d55d04b9275966ba3b1c3281f9db558b93", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.5.3", "os": "win", "version": "1.2.4", "date": "2026-06-05T20:36:17.000Z", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "18e7c3a24a2734d7280d202f3a8ccb79e0bb824eaf2169cf836f2b651d8efaef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" }, { "r": "4.6.0", "os": "win", "version": "1.2.4", "date": "2026-06-05T20:35:29.000Z", "arch": "x86_64", "commit": "85e95a85636868300339aba6b711c3f86f2ace0a", "fileid": "ec0924953b903d38add1e3054c473304ab17cc09a94ec5b3a5d17918f4e76e44", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/corneliusfritz/actions/runs/27038404213" } ] }