{
  "_id": "6a1037d7acfb0bcc41c9a8a1",
  "Package": "dlsem",
  "Type": "Package",
  "Title": "Distributed-Lag Linear Structural Equation Models",
  "Version": "2.4.6",
  "Date": "2020-03-23",
  "Author": "Alessandro Magrini",
  "Maintainer": "Alessandro Magrini <alessandro.magrini@unifi.it>",
  "Description": "Inference functionalities for distributed-lag linear\nstructural equation models (DLSEMs). DLSEMs are Markovian\nstructural causal models where each factor of the joint\nprobability distribution is a distributed-lag linear regression\nwith constrained lag shapes (Magrini, 2018\n<doi:10.2478/bile-2018-0012>; Magrini et al., 2019\n<doi:10.1007/s11135-019-00855-z>). DLSEMs account for temporal\ndelays in the dependence relationships among the variables\nthrough a single parameter per covariate, thus allowing to\nperform dynamic causal inference in a feasible fashion.\nEndpoint-constrained quadratic, quadratic decreasing, linearly\ndecreasing and gamma lag shapes are available.",
  "License": "GPL-2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-12 06:10:40 UTC",
    "User": "root"
  },
  "Config/pak/sysreqs": "zlib1g-dev",
  "Repository": "https://alessandromagrini.r-universe.dev",
  "Date/Publication": "2020-04-16 15:10:11 UTC",
  "RemoteUrl": "https://github.com/cran/dlsem",
  "RemoteRef": "HEAD",
  "RemoteSha": "06984f93f50bd3357fdacaf8109a9df891f7314e",
  "MD5sum": "204c039262611eb99a8b5659a6b5263a",
  "_user": "alessandromagrini",
  "_type": "src",
  "_file": "dlsem_2.4.6.tar.gz",
  "_fileid": "13f64734a159296d43cde0bf5de03ed8af9312ca9b8a47bb818b546534716f07",
  "_filesize": 698034,
  "_sha256": "13f64734a159296d43cde0bf5de03ed8af9312ca9b8a47bb818b546534716f07",
  "_created": "2026-05-12T06:10:40.000Z",
  "_published": "2026-05-22T11:02:47.136Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77366750225,
      "time": 125,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "6936960131"
    },
    {
      "job": 77366750518,
      "time": 153,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6936966669"
    },
    {
      "job": 77366750046,
      "time": 173,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "6936978384"
    },
    {
      "job": 77366750097,
      "time": 146,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6936982044"
    },
    {
      "job": 77366749719,
      "time": 202,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "6936928718"
    },
    {
      "job": 77366749909,
      "time": 97,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7158934658"
    },
    {
      "job": 77366750123,
      "time": 82,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "6936949347"
    },
    {
      "job": 77366750215,
      "time": 84,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "6936949796"
    },
    {
      "job": 77366750173,
      "time": 107,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "6936955596"
    }
  ],
  "_buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/dlsem",
  "_commit": {
    "id": "06984f93f50bd3357fdacaf8109a9df891f7314e",
    "author": "Alessandro Magrini <alessandro.magrini@unifi.it>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 2.4.6\n",
    "time": 1587049811
  },
  "_maintainer": {
    "name": "Alessandro Magrini",
    "email": "alessandro.magrini@unifi.it",
    "login": "alessandromagrini",
    "uuid": 31280465
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "graph",
      "role": "Depends"
    },
    {
      "package": "Rgraphviz",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "alessandromagrini",
      "count": 7,
      "uuid": 31280465
    }
  ],
  "_userbio": {
    "uuid": 31280465,
    "type": "user",
    "name": "Alessandro Magrini"
  },
  "_downloads": {
    "count": 287,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/dlsem"
  },
  "_searchresults": 2,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/dlsem.html",
    "manual.pdf"
  ],
  "_realowner": "alessandromagrini",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2016-05-19"
    },
    {
      "version": "1.0.1",
      "date": "2016-05-24"
    },
    {
      "version": "1.0.3",
      "date": "2016-06-07"
    },
    {
      "version": "1.2.0",
      "date": "2016-06-20"
    },
    {
      "version": "1.2.1",
      "date": "2016-07-05"
    },
    {
      "version": "1.3.0",
      "date": "2016-08-23"
    },
    {
      "version": "1.3.1",
      "date": "2016-09-12"
    },
    {
      "version": "1.3.2",
      "date": "2016-09-16"
    },
    {
      "version": "1.4",
      "date": "2016-10-07"
    },
    {
      "version": "1.5",
      "date": "2016-11-23"
    },
    {
      "version": "1.7",
      "date": "2017-01-09"
    },
    {
      "version": "1.8",
      "date": "2017-06-12"
    },
    {
      "version": "1.9",
      "date": "2017-07-23"
    },
    {
      "version": "2.0",
      "date": "2017-12-05"
    },
    {
      "version": "2.1",
      "date": "2018-01-03"
    },
    {
      "version": "2.2",
      "date": "2018-03-03"
    },
    {
      "version": "2.3",
      "date": "2018-06-08"
    },
    {
      "version": "2.4",
      "date": "2018-08-08"
    },
    {
      "version": "2.4.1",
      "date": "2019-01-10"
    },
    {
      "version": "2.4.2",
      "date": "2019-05-27"
    },
    {
      "version": "2.4.3",
      "date": "2019-08-21"
    },
    {
      "version": "2.4.4",
      "date": "2019-10-16"
    },
    {
      "version": "2.4.5",
      "date": "2019-11-03"
    },
    {
      "version": "2.4.6",
      "date": "2020-04-16"
    }
  ],
  "_exports": [
    "as.graphNEL",
    "auto.lagPlot",
    "autoCode",
    "causalEff",
    "compareModels",
    "dlsem",
    "drawSample",
    "ecq",
    "gam",
    "isIndep",
    "lagPlot",
    "lagShapes",
    "ld",
    "lmHAC",
    "qd",
    "residualPlot",
    "unirootTest"
  ],
  "_datasets": [
    {
      "name": "agres",
      "title": "European agricultural data",
      "object": "agres",
      "file": "agres.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "COUNTRY",
        "YEAR",
        "GDP",
        "EMPL_AGR",
        "UAA",
        "PATENT_OTHER",
        "GBAORD_AGR",
        "BERD_AGR",
        "RD_EDU_AGR",
        "PATENT_AGR",
        "TFP_AGR",
        "GVA_AGR",
        "ENTR_INCOME_AGR",
        "PPI_AGR",
        "GHG_AGR",
        "NBAL_AGR",
        "INCOME_RURAL",
        "UNEMPL_RURAL"
      ],
      "rows": 350,
      "table": true,
      "tojson": true
    },
    {
      "name": "industry",
      "title": "Industrial development",
      "object": "industry",
      "file": "industry.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Region",
        "Year",
        "Population",
        "GDP",
        "Job",
        "Consum",
        "Pollution"
      ],
      "rows": 320,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "dlsem-package",
      "title": "Distributed-lag linear structural equation models",
      "topics": [
        "dlsem-package"
      ]
    },
    {
      "page": "agres",
      "title": "European agricultural data",
      "topics": [
        "agres"
      ]
    },
    {
      "page": "as.graphNEL",
      "title": "Conversion into the 'graphNEL' class",
      "topics": [
        "as.graphNEL"
      ]
    },
    {
      "page": "auto.lagPlot",
      "title": "Automated plot of lag shapes",
      "topics": [
        "auto.lagPlot"
      ]
    },
    {
      "page": "autoCode",
      "title": "Automated model code",
      "topics": [
        "autoCode"
      ]
    },
    {
      "page": "causalEff",
      "title": "Assessment of dynamic causal effects",
      "topics": [
        "causalEff"
      ]
    },
    {
      "page": "compareModels",
      "title": "Comparison among different distributed-lag linear structural equation models",
      "topics": [
        "compareModels"
      ]
    },
    {
      "page": "dlsem",
      "title": "Parameter estimation",
      "topics": [
        "dlsem"
      ]
    },
    {
      "page": "drawSample",
      "title": "Sampling from a distributed-lag linear structural equation model",
      "topics": [
        "drawSample"
      ]
    },
    {
      "page": "ecq",
      "title": "Lag shape constructors",
      "topics": [
        "ecq",
        "gam",
        "ld",
        "qd"
      ]
    },
    {
      "page": "industry",
      "title": "Industrial development",
      "topics": [
        "industry"
      ]
    },
    {
      "page": "isIndep",
      "title": "Conditional independence check",
      "topics": [
        "isIndep"
      ]
    },
    {
      "page": "lagPlot",
      "title": "Plot of lag shapes",
      "topics": [
        "lagPlot"
      ]
    },
    {
      "page": "lagShapes",
      "title": "Estimated lag shapes",
      "topics": [
        "lagShapes"
      ]
    },
    {
      "page": "lmHAC",
      "title": "Heteroskedasticty and autocorrelation consistent covariance matrix",
      "topics": [
        "lmHAC"
      ]
    },
    {
      "page": "residualPlot",
      "title": "Plot for diagnostics of the residuals in a distributed-lag structural equation model.",
      "topics": [
        "residualPlot"
      ]
    },
    {
      "page": "unirootTest",
      "title": "Unit root test",
      "topics": [
        "unirootTest"
      ]
    }
  ],
  "_rundeps": [
    "BiocGenerics",
    "generics",
    "graph",
    "Rgraphviz"
  ],
  "_vignettes": [
    {
      "source": "dlsem_vignette.Rnw",
      "filename": "dlsem_vignette.pdf",
      "title": "Distributed-lag linear structural equation models in R: the dlsem package",
      "engine": "utils::Sweave",
      "headings": [],
      "created": "2017-06-12 21:52:07",
      "modified": "2020-04-16 15:10:11",
      "commits": 13
    }
  ],
  "_score": 2,
  "_indexed": true,
  "_nocasepkg": "dlsem",
  "_universes": [
    "alessandromagrini"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.4.6",
      "date": "2026-05-12T06:12:37.000Z",
      "distro": "noble",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "cfb0e21d0205ad8063b56ad34120892a05e10284a2137e0e75f20fdfe225fa47",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.4.6",
      "date": "2026-05-12T06:13:04.000Z",
      "distro": "noble",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "7c28cba7a8329ea2c69aa4226a7f19ae37a36a95b68222b3a4687a4fbe8b5ba6",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2.4.6",
      "date": "2026-05-12T06:14:02.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "74cc1fc824b2349b653e452ad6f5ffb708eae2ffe89098462ac8f24ced3af241",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2.4.6",
      "date": "2026-05-12T06:14:18.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "5b7a3cf5d2a686a281532a2d9c87ed00f3996bde99aaa1d0356def4e2c418d21",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2.4.6",
      "date": "2026-05-12T06:11:48.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "97e00dc81a5114cf6e82913ade58245b094a51c25be819b4b13c72991a27c7a2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "2.4.6",
      "date": "2026-05-12T06:11:50.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "5bc8d2cb4a006f937ef7ac5928c3b6e327ddbf0924ce48e78a67b3a946a02f05",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "2.4.6",
      "date": "2026-05-12T06:12:17.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "8ee7ea089ed89122ab207d94b2789889ac51b961a1d84435730e059b80e46f0e",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "2.4.6",
      "date": "2026-05-22T11:02:25.000Z",
      "commit": "06984f93f50bd3357fdacaf8109a9df891f7314e",
      "fileid": "f5f58b0437fa0f0ee01ccdaab6993bd98d4c75df5d8e296266d708b83de80a59",
      "status": "success",
      "buildurl": "https://github.com/r-universe/alessandromagrini/actions/runs/25716744699"
    }
  ]
}