{ "_id": "6a10499aacfb0bcc41c9f817", "Package": "PartialNetwork", "Encoding": "UTF-8", "Version": "1.1.2", "Type": "Package", "Title": "Estimating Peer Effects Using Partial Network Data", "Date": "2025-12-10", "Authors@R": "c(person(\"Vincent\", \"Boucher\", role = c(\"aut\"), email = \"vincent.boucher@ecn.ulaval.ca\"), person(\"Aristide\", \"Houndetoungan\", role = c(\"cre\",\"aut\"), email = \"ahoundetoungan@ecn.ulaval.ca\"))", "Description": "Implements IV-estimator and Bayesian estimator for\nlinear-in-means Spatial Autoregressive (SAR) model (see LeSage,\n1997 ; Lee, 2004\n; Bramoullé et al., 2009\n), while assuming that only\na partial information about the network structure is available.\nExamples are when the adjacency matrix is not fully observed or\nwhen only consistent estimation of the network formation model\nis available (see Boucher and Houndetoungan, 2025\n).", "License": "GPL-3", "BugReports": "https://github.com/ahoundetoungan/PartialNetwork/issues", "URL": "https://github.com/ahoundetoungan/PartialNetwork", "RoxygenNote": "7.3.2", "Roxygen": "list(markdown = TRUE)", "VignetteBuilder": "knitr", "Repository": "https://ahoundetoungan.r-universe.dev", "Date/Publication": "2025-11-11 15:35:49 UTC", "RemoteUrl": "https://github.com/ahoundetoungan/partialnetwork", "RemoteRef": "HEAD", "RemoteSha": "efce9de287b870aea3235fa00c0a2c4cceebb941", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-10 08:40:55 UTC", "User": "root" }, "Author": "Vincent Boucher [aut],\nAristide Houndetoungan [cre, aut]", "Maintainer": "Aristide Houndetoungan ", "MD5sum": "d3454d4d1cff8547919440a98f32ec28", "_user": "ahoundetoungan", "_type": "src", "_file": "PartialNetwork_1.1.2.tar.gz", "_fileid": "58f2258a5d8cf4033964ff025b7e5d34a0fff1d52e302cca8da85b0891006392", "_filesize": 1523676, "_sha256": "58f2258a5d8cf4033964ff025b7e5d34a0fff1d52e302cca8da85b0891006392", "_created": "2026-05-10T08:40:55.000Z", "_published": "2026-05-22T12:18:34.820Z", "_distro": "noble", "_jobs": [ { "job": 77377493936, "time": 298, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "6902426203" }, { "job": 77377493768, "time": 283, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6902424563" }, { "job": 77377494279, "time": 284, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6902424598" }, { "job": 77377494015, "time": 295, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6902425781" }, { "job": 77377493602, "time": 174, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6902495067" }, { "job": 77377493832, "time": 368, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "6902517682" }, { "job": 77377493442, "time": 172, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6902533840" }, { "job": 77377493418, "time": 417, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6902519665" }, { "job": 77377493182, "time": 476, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6902391413" }, { "job": 77377492838, "time": 235, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7160281813" }, { "job": 77377493691, "time": 298, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6902426355" }, { "job": 77377493675, "time": 326, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6902429541" }, { "job": 77377493981, "time": 330, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6902429422" } ], "_buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ahoundetoungan/partialnetwork", "_commit": { "id": "efce9de287b870aea3235fa00c0a2c4cceebb941", "author": "Aristide Houndetoungan ", "committer": "Aristide Houndetoungan ", "message": "Adjust reference for the restat paper\n", "time": 1762875349 }, "_maintainer": { "name": "Aristide Houndetoungan", "email": "ahoundetoungan@ecn.ulaval.ca" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "version": ">= 0.11.4.4.0", "role": "LinkingTo" }, { "package": "RcppEigen", "role": "LinkingTo" }, { "package": "RcppNumerical", "role": "LinkingTo" }, { "package": "RcppProgress", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.0", "role": "Imports" }, { "package": "Formula", "role": "Imports" }, { "package": "formula.tools", "role": "Imports" }, { "package": "abind", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "doRNG", "role": "Imports" }, { "package": "ivreg", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" } ], "_owner": "ahoundetoungan", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-19", "n": 5 }, { "week": "2025-24", "n": 25 }, { "week": "2025-25", "n": 2 }, { "week": "2025-31", "n": 1 }, { "week": "2025-37", "n": 8 }, { "week": "2025-39", "n": 5 }, { "week": "2025-45", "n": 2 }, { "week": "2025-46", "n": 2 } ], "_tags": [], "_stars": 9, "_contributors": [ { "user": "ahoundetoungan", "count": 156, "uuid": 29327956 }, { "user": "vincentboucherecn", "count": 16, "uuid": 15463050 }, { "user": "andrjohns", "count": 1, "uuid": 27717896 } ], "_userbio": { "uuid": 29327956, "type": "user", "name": "Aristide Houndetoungan", "description": "I am an Assistant Professor of Economics at Université Laval. My research interests are in the fields of Econometrics and Social Interactions." }, "_downloads": { "count": 248, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PartialNetwork" }, "_devurl": "https://github.com/ahoundetoungan/partialnetwork", "_searchresults": 23, "_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/NEWS.html", "extra/NEWS.txt", "extra/PartialNetwork.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/ahoundetoungan/partialnetwork", "_realowner": "ahoundetoungan", "_cranurl": true, "_releases": [ { "version": "1.0.2", "date": "2023-08-24" }, { "version": "1.0.3", "date": "2024-03-07" }, { "version": "1.0.4", "date": "2024-05-15" }, { "version": "1.1.0", "date": "2025-05-08" }, { "version": "1.1.1", "date": "2025-09-24" }, { "version": "1.1.2", "date": "2025-11-10" } ], "_exports": [ "dvMF", "fit.dnetwork", "logCpvMF", "mat.to.vec", "mcmcARD", "mcmcSAR", "norm.network", "peer.avg", "remove.ids", "rvMF", "sim.dnetwork", "sim.IV", "sim.network", "simSAR", "smmSAR", "vec.to.mat" ], "_help": [ { "page": "PartialNetwork-package", "title": "The PartialNetwork package", "topics": [ "PartialNetwork-package", "PartialNetwork" ] }, { "page": "dvMF", "title": "Density function of the von Mises-Fisher distribution", "topics": [ "dvMF" ] }, { "page": "fit.dnetwork", "title": "Fitting Network Distribution using ARD.", "topics": [ "fit.dnetwork" ] }, { "page": "logCpvMF", "title": "Normalization constant of the von Mises-Fisher distribution", "topics": [ "logCpvMF" ] }, { "page": "mcmcARD", "title": "Estimate network model using ARD", "topics": [ "mcmcARD" ] }, { "page": "mcmcSAR", "title": "Bayesian Estimator of SAR model", "topics": [ "mcmcSAR" ] }, { "page": "peer.avg", "title": "Computing peer average value", "topics": [ "peer.avg" ] }, { "page": "plot.mcmcSAR", "title": "Plotting estimation of Bayesian SAR model", "topics": [ "plot.mcmcSAR", "print.plot.mcmcSAR" ] }, { "page": "remove.ids", "title": "Removes IDs with NA in a list of adjacency matrices optimally", "topics": [ "remove.ids" ] }, { "page": "rvMF", "title": "Simulation from the von Mises-Fisher distribution", "topics": [ "rvMF" ] }, { "page": "sim.dnetwork", "title": "Simulation of the distribution of the network for Breza et al. (2020)", "topics": [ "sim.dnetwork" ] }, { "page": "sim.IV", "title": "Instrument Variables for SAR model", "topics": [ "sim.IV" ] }, { "page": "sim.network", "title": "Simulating network data", "topics": [ "sim.network" ] }, { "page": "simSAR", "title": "Simulating Linear Peer Effect Models", "topics": [ "simSAR" ] }, { "page": "smmSAR", "title": "Simulated Method of Moments (SMM) Estimator of SAR model", "topics": [ "smmSAR" ] }, { "page": "summary.mcmcSAR", "title": "Summarizing Bayesian SAR Model", "topics": [ "print.mcmcSAR", "print.summary.mcmcSAR", "summary.mcmcSAR" ] }, { "page": "summary.smmSAR", "title": "Summarizing SMM Estimation of SAR model", "topics": [ "print.smmSAR", "print.summary.smmSAR", "summary.smmSAR" ] }, { "page": "vec.to.mat", "title": "Creating objects for network models", "topics": [ "mat.to.vec", "norm.network", "vec.to.mat" ] } ], "_readme": "https://github.com/ahoundetoungan/partialnetwork/raw/HEAD/README.md", "_rundeps": [ "abind", "codetools", "digest", "doParallel", "doRNG", "foreach", "Formula", "formula.tools", "iterators", "lattice", "Matrix", "operator.tools", "Rcpp", "RcppArmadillo", "RcppEigen", "RcppNumerical", "RcppProgress", "rngtools" ], "_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": "PartialNetwork_vignette.Rmd", "filename": "PartialNetwork_vignette.html", "title": "PartialNetwork: An R Package for Estimating Peer Effects Using Partial Network Data", "author": "Vincent Boucher and Elysée Aristide Houndetoungan", "engine": "knitr::rmarkdown", "headings": [ "Instrumental variable (IV) procedure", "Model without contextual effects", "Model with contextual effects", "Simulated Method of Moments", "Models without group heterogeneity", "Models with group heterogeneity", "How to compute the variance when the network distribution is estimated?", "Bayesian estimator without network formation model", "Bayesian estimator with logit model as network formation model", "Remarks", "Bayesian estimator with latent space model as network formation model", "ARD, @breza2020using", "Estimating peer effects model with ARD", "Estimating peer effects with partial ARD", "The selection bias issue" ], "created": "2022-06-03 19:34:13", "modified": "2025-11-10 16:13:21", "commits": 12 } ], "_score": 6.219060332448861, "_indexed": true, "_nocasepkg": "partialnetwork", "_universes": [ "ahoundetoungan" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.2", "date": "2026-05-10T08:45:21.000Z", "distro": "noble", "arch": "aarch64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "2eb3f2430745fcda1f14a5a85dbb3b67088d09ad2a3ecde80bae464d71b77aef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.7.0", "os": "linux", "version": "1.1.2", "date": "2026-05-10T08:45:22.000Z", "distro": "noble", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "b60a284d4b8ec310591831218bb01fbc7a4e34eb600b0eee04a290f0f8fcf6b0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "linux", "version": "1.1.2", "date": "2026-05-10T08:45:15.000Z", "distro": "noble", "arch": "aarch64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "56b08a17d3f317bc726b33003f95cbef5bb68638a0c8ba31927386257162feb3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "linux", "version": "1.1.2", "date": "2026-05-10T08:45:22.000Z", "distro": "noble", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "c2dd87e91e05cb9c9ff04c285a307be1249df540f60c4638e4ea231c687a20d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.5.3", "os": "mac", "version": "1.1.2", "date": "2026-05-10T08:58:16.000Z", "arch": "aarch64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "9809fe3eb112a0d3624d8f72780a88f0c209ec424a7cb6b2d1dcf7b0b689ce14", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.5.3", "os": "mac", "version": "1.1.2", "date": "2026-05-10T09:00:14.000Z", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "5aaab6d64ca5e370378201e54fb7cf4781cf379f8b334a3ee337d9e6a700dbac", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "mac", "version": "1.1.2", "date": "2026-05-10T09:05:00.000Z", "arch": "aarch64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "05334fe5957afc1fdb166288f03d931815bca92e552e2c945018ef5db7826c84", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "mac", "version": "1.1.2", "date": "2026-05-10T09:00:12.000Z", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "a89c2c04dfe487d2c23f086fd59fe04a7e42a0dc9b2ae8fdeb285a05eaddd5ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.7.0", "os": "win", "version": "1.1.2", "date": "2026-05-10T08:44:33.000Z", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "eeef9b16dff68a0a34d9fdd8635e66d6e61aefe50b5426843e5084e4df4d974d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.5.3", "os": "win", "version": "1.1.2", "date": "2026-05-10T08:44:41.000Z", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "7d2701c2dd94e3d00d1fde4aea5d16b91cd91c48b81a76b332e76311d7175e72", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "win", "version": "1.1.2", "date": "2026-05-10T08:44:28.000Z", "arch": "x86_64", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "825e740281a8f6ca82cd402eba4aaaab34a71005962e78e957c0db0150e27b3f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.2", "date": "2026-05-22T12:16:24.000Z", "arch": "emscripten", "commit": "efce9de287b870aea3235fa00c0a2c4cceebb941", "fileid": "7be32395d7870c06c86033608552e954efdddad47afeefad80bf070dadb0632a", "status": "success", "buildurl": "https://github.com/r-universe/ahoundetoungan/actions/runs/25624179508" } ] }