{
  "_id": "6a59d4b409eb0996dd68e6b3",
  "Package": "tsnet",
  "Type": "Package",
  "Title": "Fitting, Comparing, and Visualizing Networks Based on Time\nSeries Data",
  "Version": "0.2.0",
  "Authors@R": "c(person(\"Björn S.\", \"Siepe\",\nemail = \"bjoernsiepe@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-9558-4648\")),\nperson(\"Matthias\", \"Kloft\",\nemail = \"kloft@uni-marburg.de\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0003-1845-6957\")),\nperson(\"Daniel W.\", \"Heck\",\nemail = \"daniel.heck@uni-marburg.de\",\nrole = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0002-6302-9252\")))",
  "Maintainer": "Björn S. Siepe <bjoernsiepe@gmail.com>",
  "Description": "Fit, compare, and visualize Bayesian graphical vector\nautoregressive (GVAR) network models using 'Stan'. These models\nare commonly used in psychology to represent temporal and\ncontemporaneous relationships between multiple variables in\nintensive longitudinal data. Fitted models can be compared with\na test based on matrix norm differences of posterior point\nestimates to quantify the differences between two estimated\nnetworks. See also Siepe, Kloft & Heck (2024)\n<doi:10.31234/osf.io/uwfjc>.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "LazyData": "true",
  "URL": "https://github.com/bsiepe/tsnet",
  "BugReports": "https://github.com/bsiepe/tsnet/issues",
  "RoxygenNote": "7.3.2",
  "Config/testthat/edition": "3",
  "Biarch": "true",
  "SystemRequirements": "GNU make",
  "Config/pak/sysreqs": "make libicu-dev",
  "Repository": "https://bsiepe.r-universe.dev",
  "Date/Publication": "2025-06-20 05:22:38 UTC",
  "RemoteUrl": "https://github.com/bsiepe/tsnet",
  "RemoteRef": "HEAD",
  "RemoteSha": "534711df6f5122832b1231f5ae4643a44b030b90",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-07-17 06:50:42 UTC",
    "User": "root"
  },
  "Author": "Björn S. Siepe [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-9558-4648>),\nMatthias Kloft [aut] (ORCID: <https://orcid.org/0000-0003-1845-6957>),\nDaniel W. Heck [ctb] (ORCID: <https://orcid.org/0000-0002-6302-9252>)",
  "_user": "bsiepe",
  "_type": "src",
  "_file": "tsnet_0.2.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/e0e4759ef73fc26a5168db9952f31754cfeb7f5fd691a6be91d374c85aa7c054",
  "_filesize": 915654,
  "_sha256": "e0e4759ef73fc26a5168db9952f31754cfeb7f5fd691a6be91d374c85aa7c054",
  "_expires": "2026-10-25T07:07:30.000Z",
  "_created": "2026-07-17T06:50:42.000Z",
  "_published": "2026-07-17T07:07:32.706Z",
  "_jobs": [
    {
      "job": 87824499893,
      "time": 462,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8399554842"
    },
    {
      "job": 87824499858,
      "time": 514,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8399571179"
    },
    {
      "job": 87824499888,
      "time": 463,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399555205"
    },
    {
      "job": 87824499903,
      "time": 489,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399563743"
    },
    {
      "job": 87824499883,
      "time": 352,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8399516337"
    },
    {
      "job": 87824499855,
      "time": 601,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8399601982"
    },
    {
      "job": 87824499879,
      "time": 344,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399512440"
    },
    {
      "job": 87824499914,
      "time": 758,
      "config": "macos-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399652649"
    },
    {
      "job": 87823360404,
      "time": 430,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399392592"
    },
    {
      "job": 87824499826,
      "time": 147,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 87824499869,
      "time": 646,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "8399616699"
    },
    {
      "job": 87824499866,
      "time": 683,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "8399628868"
    },
    {
      "job": 87824499876,
      "time": 623,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8399609115"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802",
  "_status": "success",
  "_upstream": "https://github.com/bsiepe/tsnet",
  "_commit": {
    "id": "534711df6f5122832b1231f5ae4643a44b030b90",
    "author": "Bjoern Siepe <bjoernsiepe@gmail.com>",
    "committer": "Bjoern Siepe <bjoernsiepe@gmail.com>",
    "message": "update for CRAN resubmission\n",
    "time": 1750396958
  },
  "_maintainer": {
    "name": "Björn S. Siepe",
    "email": "bjoernsiepe@gmail.com",
    "login": "bsiepe",
    "orcid": "0000-0002-9558-4648",
    "twitter": "@b_siepe",
    "description": "PhD Student in Psychological Methods\n",
    "uuid": 81616702
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "BH",
      "version": ">= 1.66.0",
      "role": "LinkingTo"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.0",
      "role": "LinkingTo"
    },
    {
      "package": "RcppEigen",
      "version": ">= 0.3.3.3.0",
      "role": "LinkingTo"
    },
    {
      "package": "RcppParallel",
      "version": ">= 5.0.1",
      "role": "LinkingTo"
    },
    {
      "package": "rstan",
      "version": ">= 2.18.1",
      "role": "LinkingTo"
    },
    {
      "package": "StanHeaders",
      "version": ">= 2.18.0",
      "role": "LinkingTo"
    },
    {
      "package": "cowplot",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "ggdist",
      "role": "Imports"
    },
    {
      "package": "ggokabeito",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "loo",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "posterior",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.12.0",
      "role": "Imports"
    },
    {
      "package": "RcppParallel",
      "version": ">= 5.0.1",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "rstan",
      "version": ">= 2.18.1",
      "role": "Imports"
    },
    {
      "package": "rstantools",
      "version": ">= 2.3.1.1",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "bsiepe",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 2,
  "_contributors": [
    {
      "user": "bsiepe",
      "count": 142,
      "uuid": 81616702
    }
  ],
  "_userbio": {
    "uuid": 81616702,
    "type": "user",
    "name": "Björn Siepe",
    "followers": 26,
    "description": "PhD Student in Psychological Methods\r\n"
  },
  "_downloads": {
    "count": 358,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tsnet"
  },
  "_devurl": "https://github.com/bsiepe/tsnet",
  "_searchresults": 16,
  "_topics": [
    "cpp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/tsnet.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/bsiepe/tsnet",
  "_realowner": "bsiepe",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2024-02-28"
    },
    {
      "version": "0.2.0",
      "date": "2025-06-20"
    }
  ],
  "_exports": [
    "check_eigen",
    "compare_gvar",
    "get_centrality",
    "plot_centrality",
    "post_distance_within",
    "posterior_plot",
    "stan_fit_convert",
    "stan_gvar"
  ],
  "_datasets": [
    {
      "name": "fit_data",
      "title": "Example Posterior Samples",
      "object": "fit_data",
      "class": [
        "list"
      ],
      "fields": [],
      "table": false,
      "tojson": true
    },
    {
      "name": "ts_data",
      "title": "Simulated Time Series Dataset",
      "object": "ts_data",
      "class": [
        "data.frame"
      ],
      "fields": [
        "V1",
        "V2",
        "V3",
        "V4",
        "V5",
        "V6",
        "id"
      ],
      "rows": 500,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "tsnet-package",
      "title": "The 'tsnet' package",
      "topics": [
        "tsnet-package",
        "tsnet"
      ]
    },
    {
      "page": "check_eigen",
      "title": "Check Eigenvalues of Bayesian GVAR object",
      "topics": [
        "check_eigen"
      ]
    },
    {
      "page": "compare_gvar",
      "title": "Compare two Bayesian GVAR models",
      "topics": [
        "compare_gvar"
      ]
    },
    {
      "page": "fit_data",
      "title": "Example Posterior Samples",
      "topics": [
        "fit_data"
      ]
    },
    {
      "page": "get_centrality",
      "title": "Compute Centrality Measures",
      "topics": [
        "get_centrality"
      ]
    },
    {
      "page": "plot_centrality",
      "title": "Plot Centrality Measures",
      "topics": [
        "plot_centrality"
      ]
    },
    {
      "page": "plot.compare_gvar",
      "title": "Plot compare_gvar",
      "topics": [
        "plot.compare_gvar"
      ]
    },
    {
      "page": "post_distance_within",
      "title": "Calculates distances between pairs of posterior samples using the posterior samples or posterior predictive draws",
      "topics": [
        "post_distance_within"
      ]
    },
    {
      "page": "posterior_plot",
      "title": "posterior_plot",
      "topics": [
        "posterior_plot"
      ]
    },
    {
      "page": "print.compare_gvar",
      "title": "Print method for compare_gvar objects",
      "topics": [
        "print.compare_gvar"
      ]
    },
    {
      "page": "print.tsnet_fit",
      "title": "Print method for tsnet_fit objects",
      "topics": [
        "print.tsnet_fit"
      ]
    },
    {
      "page": "stan_fit_convert",
      "title": "Convert Stan Fit to Array of Samples",
      "topics": [
        "stan_fit_convert"
      ]
    },
    {
      "page": "stan_gvar",
      "title": "Fit Bayesian Graphical Vector Autoregressive (GVAR) Models with Stan",
      "topics": [
        "stan_gvar"
      ]
    },
    {
      "page": "ts_data",
      "title": "Simulated Time Series Dataset",
      "topics": [
        "ts_data"
      ]
    }
  ],
  "_readme": "https://github.com/bsiepe/tsnet/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "backports",
    "BH",
    "callr",
    "checkmate",
    "cli",
    "cowplot",
    "cpp11",
    "desc",
    "distributional",
    "dplyr",
    "farver",
    "generics",
    "ggdist",
    "ggokabeito",
    "ggplot2",
    "glue",
    "gridExtra",
    "gtable",
    "inline",
    "isoband",
    "labeling",
    "lifecycle",
    "loo",
    "magrittr",
    "matrixStats",
    "numDeriv",
    "otel",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "posterior",
    "processx",
    "ps",
    "purrr",
    "quadprog",
    "QuickJSR",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "RcppParallel",
    "rlang",
    "rstan",
    "rstantools",
    "S7",
    "scales",
    "StanHeaders",
    "stringi",
    "stringr",
    "tensorA",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr"
  ],
  "_sysdeps": [
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_score": 3.204119982655925,
  "_indexed": true,
  "_nocasepkg": "tsnet",
  "_universes": [
    "bsiepe"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-07-17T06:57:00.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/3376cd14ab0f6cc9b7529e485848198baea83c0933f20dc0ca6e0e0f6721e8a9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:58.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/8c4f080f22b1ecfe46370d62d9470ede914fc55dffee50b710f01a2a06c452b2",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:59.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/7b972445c11b596b69fc08f1de5a8776109eae027386eb5876347b170a27456b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:53.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/67af0cf71d0bf3cbba2650379e9f54610f634cd696aeecfef4b0993bbb9b9d42",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:00.000Z",
      "arch": "aarch64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/921962ac9765a8f4f706565ff40e1e2432af3c81f779e493435680e263cd1b87",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:50.000Z",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/27a32b736f5cf41581c3f0a3e79cae75dd0b33d83a33f22b6c7e3546b9554475",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:04.000Z",
      "arch": "aarch64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/9b3844a78ca773172ad0eb4b9363b950696293c66542cb1e01c9adc82e79806e",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-07-17T06:57:08.000Z",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/7b4d735c87985b91ea709c0434ea8440d450eb4a79535ec24a9188a5c11243db",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:17.000Z",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/c6a7a6671c2d7558328c03d3a8d2a268c4f19c915b2b95ed165e0954dc2edbff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-07-17T06:56:20.000Z",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/68518fa8367ba5fcff71238e51ef35e3334555c144d774355c01faa8982c8d61",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-07-17T06:55:52.000Z",
      "arch": "x86_64",
      "commit": "534711df6f5122832b1231f5ae4643a44b030b90",
      "fileid": "https://r2.ropensci.org/54bd4c9fda6428d5bbc8b810c62a676d8437d325b4e326841421bf933c74ba08",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/bsiepe/actions/runs/29561035802"
    }
  ]
}