{ "_id": "6a3137e93efcd9bda4361894", "Package": "PAGFL", "Title": "Joint Estimation of Latent Groups and Group-Specific\nCoefficients in (Time-Varying) Panel Data Models", "Version": "1.1.4", "Authors@R": "c(\nperson(\"Paul\", \"Haimerl\", email = \"paul.haimerl@econ.au.dk\", role = c(\"aut\",\"cre\"), comment = c(ORCID = \"0000-0003-3198-8317\")),\nperson(\"Stephan\", \"Smeekes\", email = \"s.smeekes@maastrichtuniversity.nl\", role = \"ctb\", comment = c(ORCID = \"0000-0002-0157-639X\")),\nperson(\"Ines\", \"Wilms\", email = \"i.wilms@maastrichtuniversity.nl\", role = \"ctb\", comment = c(ORCID = \"0000-0003-3269-4601\")),\nperson(\"Ali\", \"Mehrabani\", email = \"ali.mehrabani@ku.edu\", role = \"ctb\", comment = c(ORCID = \"0000-0002-1848-5582\")))", "Maintainer": "Paul Haimerl ", "Description": "Latent group structures are a common challenge in panel\ndata analysis. Disregarding group-level heterogeneity can\nintroduce bias. Conversely, estimating individual coefficients\nfor each cross-sectional unit is inefficient and may lead to\nhigh uncertainty. This package addresses the issue of\nunobservable group structures by implementing the pairwise\nadaptive group fused Lasso (PAGFL) by Mehrabani (2023)\n. PAGFL identifies latent\ngroup structures and group-specific coefficients in a single\nstep. On top of that, we extend the PAGFL to time-varying\ncoefficient functions (FUSE-TIME), following Haimerl et al.\n(2025) .", "License": "AGPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "BugReports": "https://github.com/Paul-Haimerl/PAGFL/issues", "URL": "https://github.com/Paul-Haimerl/PAGFL", "Config/testthat/edition": "3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-16 11:43:51 UTC", "User": "root" }, "Author": "Paul Haimerl [aut, cre] (ORCID:\n), Stephan Smeekes [ctb]\n(ORCID: ), Ines Wilms\n[ctb] (ORCID: ), Ali\nMehrabani [ctb] (ORCID:\n)", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2025-11-17 21:51:43 UTC", "RemoteUrl": "https://github.com/cran/PAGFL", "RemoteRef": "HEAD", "RemoteSha": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "MD5sum": "96b9024beb7b35d4bf10856f3432011d", "_user": "cran", "_type": "src", "_file": "PAGFL_1.1.4.tar.gz", "_fileid": "c39b1e9b5896a7c37836df77137d01d669a145b7e8bbbf90d2bc5bacca1f0049", "_filesize": 1191989, "_sha256": "c39b1e9b5896a7c37836df77137d01d669a145b7e8bbbf90d2bc5bacca1f0049", "_created": "2026-06-16T11:43:51.000Z", "_published": "2026-06-16T11:47:53.778Z", "_distro": "noble", "_jobs": [ { "job": 81648941553, "time": 137, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7665794198" }, { "job": 81648941504, "time": 137, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7665794111" }, { "job": 81648941497, "time": 177, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7665808051" }, { "job": 81648941555, "time": 153, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7665801587" }, { "job": 81648360469, "time": 193, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7665743441" }, { "job": 81648941442, "time": 120, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7665790224" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/PAGFL", "_commit": { "id": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "author": "Paul Haimerl ", "committer": "cran-robot ", "message": "version 1.1.4\n", "time": 1763416303 }, "_maintainer": { "name": "Paul Haimerl", "email": "paul.haimerl@econ.au.dk", "login": "paul-haimerl", "orcid": "0000-0003-3198-8317", "description": "PhD Fellow Econometrics", "uuid": 85031171 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "RcppParallel", "role": "LinkingTo" }, { "package": "RcppThread", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "lifecycle", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "RcppParallel", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-47", "n": 1 } ], "_tags": [ { "name": "1.1.4", "date": "2025-11-17" } ], "_stars": 1, "_contributors": [ { "user": "paul-haimerl", "count": 3, "uuid": 85031171 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 609, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 203, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PAGFL" }, "_devurl": "https://github.com/paul-haimerl/pagfl", "_searchresults": 7, "_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/PAGFL.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/paul-haimerl/pagfl", "_realowner": "paul-haimerl", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2024-02-16" }, { "version": "1.0.1", "date": "2024-02-17" }, { "version": "1.1.0", "date": "2024-06-08" }, { "version": "1.1.1", "date": "2024-07-23" }, { "version": "1.1.2", "date": "2024-11-09" }, { "version": "1.1.3", "date": "2025-02-20" }, { "version": "1.1.4", "date": "2025-11-18" } ], "_exports": [ "fuse_time", "grouped_plm", "grouped_tv_plm", "pagfl", "PAGFL", "sim_DGP", "sim_tv_DGP", "tv_pagfl" ], "_help": [ { "page": "fuse_time", "title": "Fused Unobserved group Spline Estimation of TIME varying coefficients", "topics": [ "coef.fusetime", "df.residual.fusetime", "fitted.fusetime", "formula.fusetime", "fuse_time", "print.fusetime", "residuals.fusetime", "summary.fusetime", "tv_pagfl" ] }, { "page": "grouped_plm", "title": "Grouped Panel Data Model", "topics": [ "coef.gplm", "df.residual.gplm", "fitted.gplm", "formula.gplm", "grouped_plm", "print.gplm", "residuals.gplm", "summary.gplm" ] }, { "page": "grouped_tv_plm", "title": "Grouped Time-varying Panel Data Model", "topics": [ "coef.tv_gplm", "df.residual.tv_gplm", "fitted.tv_gplm", "formula.tv_gplm", "grouped_tv_plm", "print.tv_gplm", "residuals.tv_gplm", "summary.tv_gplm" ] }, { "page": "pagfl", "title": "Pairwise Adaptive Group Fused Lasso", "topics": [ "coef.pagfl", "df.residual.pagfl", "fitted.pagfl", "formula.pagfl", "PAGFL", "pagfl", "print.pagfl", "residuals.pagfl", "summary.pagfl" ] }, { "page": "sim_DGP", "title": "Simulate a Panel With a Group Structure in the Slope Coefficients", "topics": [ "sim_DGP" ] }, { "page": "sim_tv_DGP", "title": "Simulate a Time-varying Panel With a Group Structure in the Slope Coefficients", "topics": [ "sim_tv_DGP" ] } ], "_readme": "https://github.com/cran/PAGFL/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppParallel", "RcppThread", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_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" } ], "_score": 1.6989700043360187, "_indexed": false, "_nocasepkg": "pagfl", "_universes": [ "cran" ], "_indexurl": "https://paul-haimerl.r-universe.dev/PAGFL", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.4", "date": "2026-06-16T11:46:15.000Z", "distro": "noble", "arch": "aarch64", "commit": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "fileid": "2c859f3775a3ea88526bf171d81b2652733d2b0a0b326394ffdb34d7d0a146d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198" }, { "r": "4.7.0", "os": "linux", "version": "1.1.4", "date": "2026-06-16T11:46:13.000Z", "distro": "noble", "arch": "x86_64", "commit": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "fileid": "4e6a6cf7a451bb1f8576bd6bb5bbff699cd3e06bdb6f1c021b2199c6539c3241", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198" }, { "r": "4.6.0", "os": "linux", "version": "1.1.4", "date": "2026-06-16T11:46:51.000Z", "distro": "noble", "arch": "aarch64", "commit": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "fileid": "c91562977e1189f5179d3e4d3ef5d23ad64072cb820f3521c5c90a2485287893", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198" }, { "r": "4.6.0", "os": "linux", "version": "1.1.4", "date": "2026-06-16T11:46:24.000Z", "distro": "noble", "arch": "x86_64", "commit": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "fileid": "ca8e9649c06e97fb6aefd6cd742e0e384ca633ecd0a00f4a1f149d07cf009b81", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.4", "date": "2026-06-16T11:46:25.000Z", "arch": "emscripten", "commit": "90760aa872baa5ac4c73e8005eb97689473e8ea1", "fileid": "8828042de09599cce9ff2e99ad968bed3117eb00d180a2cc9e34d00366619893", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27614905198" } ] }