{
  "_id": "6accdf7da14063b82c3aa141",
  "Package": "NetMix",
  "Type": "Package",
  "Title": "Dynamic Mixed-Membership Network Regression Model",
  "Version": "0.2.0.3",
  "Date": "2025-06-04",
  "Encoding": "UTF-8",
  "Authors@R": "c(person(given = \"Santiago\",\nfamily = \"Olivella\",\nrole = c(\"aut\", \"cre\"),\nemail = \"olivella@unc.edu\"),\nperson(given = \"Adeline\",\nfamily = \"Lo\",\nrole = c(\"aut\")),\nperson(given = \"Tyler\",\nfamily = \"Pratt\",\nrole = c(\"aut\")),\nperson(given = \"Kosuke\",\nfamily = \"Imai\",\nrole = c(\"ctb\")))",
  "Description": "Stochastic collapsed variational inference on\nmixed-membership stochastic blockmodel for networks,\nincorporating node-level predictors of mixed-membership\nvectors, as well as dyad-level predictors. For networks\nobserved over time, the model defines a hidden Markov process\nthat allows the effects of node-level predictors to evolve in\ndiscrete, historical periods. In addition, the package offers a\nvariety of utilities for exploring results of estimation,\nincluding tools for conducting posterior predictive checks of\ngoodness-of-fit and several plotting functions. The package\nimplements methods described in Olivella, Pratt and Imai (2019)\n'Dynamic Stochastic Blockmodel Regression for Social Networks:\nApplication to International Conflicts', available at\n<https://www.santiagoolivella.info/pdfs/socnet.pdf>.",
  "BugReports": "https://github.com/solivella/NetMix/issues",
  "NeedsCompilation": "yes",
  "License": "GPL (>= 2)",
  "RoxygenNote": "7.1.1",
  "Packaged": {
    "Date": "2026-10-12 13:18:50 UTC",
    "User": "root"
  },
  "Author": "Santiago Olivella [aut, cre], Adeline Lo [aut], Tyler Pratt\n[aut], Kosuke Imai [ctb]",
  "Maintainer": "Santiago Olivella <olivella@unc.edu>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2025-06-05 08:43:38 UTC",
  "RemoteUrl": "https://github.com/cran/NetMix",
  "RemoteRef": "HEAD",
  "RemoteSha": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
  "_user": "cran",
  "_type": "src",
  "_file": "NetMix_0.2.0.3.tar.gz",
  "_fileid": "https://r2.ropensci.org/4706f9ed0b322f89dcd158bc95abb6feb20059fb765c6b2dd2c4a3a12946be53",
  "_filesize": 209417,
  "_sha256": "4706f9ed0b322f89dcd158bc95abb6feb20059fb765c6b2dd2c4a3a12946be53",
  "_expires": "2027-01-20T13:24:11.000Z",
  "_created": "2026-10-12T13:18:50.000Z",
  "_published": "2026-10-12T13:24:13.249Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114830325569,
      "time": 142,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11749821405"
    },
    {
      "job": 114830325578,
      "time": 172,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11750066149"
    },
    {
      "job": 114830325507,
      "time": 131,
      "config": "linux-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749801304"
    },
    {
      "job": 114830325487,
      "time": 163,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749523820"
    },
    {
      "job": 114828906495,
      "time": 210,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11749721081"
    },
    {
      "job": 114830325444,
      "time": 150,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11750116135"
    },
    {
      "job": 114830325718,
      "time": 235,
      "config": "windows-devel-arm64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11750745354"
    },
    {
      "job": 114830325626,
      "time": 229,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11749514045"
    },
    {
      "job": 114830325546,
      "time": 261,
      "config": "windows-release-arm64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11750815334"
    },
    {
      "job": 114830325515,
      "time": 211,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11750161272"
    }
  ],
  "_upstream": "https://github.com/cran/NetMix",
  "_commit": {
    "id": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
    "author": "Santiago Olivella <olivella@unc.edu>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.2.0.3\n",
    "time": 1749113018
  },
  "_maintainer": {
    "name": "Santiago Olivella",
    "email": "olivella@unc.edu",
    "login": "solivella",
    "description": "",
    "uuid": 13560956
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "RcppArmadillo",
      "role": "LinkingTo"
    },
    {
      "package": "clue",
      "version": ">= 0.3-58",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "version": ">= 3.5.2",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "version": ">= 3.5.2",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "version": ">= 3.8.1",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "version": ">= 1.2.4.1",
      "role": "Imports"
    },
    {
      "package": "lda",
      "version": ">= 1.4.2",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "version": ">= 1.2-15",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "version": ">= 7.3-51.4",
      "role": "Imports"
    },
    {
      "package": "methods",
      "version": ">= 3.5.2",
      "role": "Imports"
    },
    {
      "package": "poisbinom",
      "version": ">= 1.0.1",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 1.0.2",
      "role": "Imports"
    },
    {
      "package": "stats",
      "version": ">= 3.5.2",
      "role": "Imports"
    },
    {
      "package": "utils",
      "version": ">= 3.5.2",
      "role": "Imports"
    },
    {
      "package": "ergm",
      "version": ">= 3.9.4",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.1.1",
      "role": "Suggests"
    },
    {
      "package": "network",
      "version": ">= 1.13",
      "role": "Suggests"
    },
    {
      "package": "scales",
      "version": ">= 1.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 0,
  "_updates": [],
  "_tags": [],
  "_stars": 1,
  "_contributors": [
    {
      "user": "solivella",
      "count": 6,
      "uuid": 13560956
    }
  ],
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 630,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 79,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/NetMix"
  },
  "_devurl": "https://github.com/solivella/netmix",
  "_searchresults": 37,
  "_topics": [
    "openblas",
    "cpp",
    "openmp"
  ],
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NetMix.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/solivella/netmix",
  "_realowner": "solivella",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.4",
      "date": "2019-07-26"
    },
    {
      "version": "0.1.5",
      "date": "2020-01-14"
    },
    {
      "version": "0.2.0",
      "date": "2021-03-01"
    },
    {
      "version": "0.2.0.1",
      "date": "2022-11-16"
    },
    {
      "version": "0.2.0.2",
      "date": "2023-12-13"
    },
    {
      "version": "0.2.0.3",
      "date": "2025-06-05"
    }
  ],
  "_exports": [
    "alphaGrad",
    "alphaLBound",
    "approxB",
    "coef.mmsbm",
    "covFX",
    "getZ",
    "gof",
    "gof.mmsbm",
    "head.mmsbm",
    "mmsbm",
    "mmsbm_fit",
    "plot.mmsbm",
    "predict.mmsbm",
    "simulate.mmsbm",
    "summary.mmsbm",
    "vcov.mmsbm"
  ],
  "_datasets": [
    {
      "name": "lazega_dyadic",
      "title": "Dyadic predictors in the Lazega friendship network (Lazega 2001).",
      "object": "lazega_dyadic",
      "file": "lazega_dyadic.RData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Lawyer1",
        "Lawyer2",
        "SocializeWith",
        "Coworkers"
      ],
      "rows": 5041,
      "table": true,
      "tojson": true
    },
    {
      "name": "lazega_monadic",
      "title": "Monadic predictors in the Lazega friendship network (Lazega 2001).",
      "object": "lazega_monadic",
      "file": "lazega_monadic.RData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Lawyer",
        "Age",
        "Gender",
        "School",
        "Practice",
        "Seniority",
        "Status"
      ],
      "rows": 71,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "auxfuns",
      "title": "Internal functions and generics for 'mmsbm' package",
      "topics": [
        ".bar.legend",
        ".cbind.fill",
        ".compute.alpha",
        ".e.pi",
        ".findPerm",
        ".initPi",
        ".mpower",
        ".scaleVars",
        ".transf",
        ".transf_muvar",
        ".vcovBeta",
        "alphaGrad",
        "alphaLBound",
        "approxB",
        "auxfuns",
        "getZ"
      ]
    },
    {
      "page": "coef.mmsbm",
      "title": "Extract Regression Coefficients for a Fitted 'mmsbm' Object",
      "topics": [
        "coef.mmsbm"
      ]
    },
    {
      "page": "covFX",
      "title": "Generate estimated monadic covariate effects for estimated mmsbm model",
      "topics": [
        "covFX"
      ]
    },
    {
      "page": "gof",
      "title": "Posterior predictive checks using structural network charactericts",
      "topics": [
        "gof",
        "gof.mmsbm"
      ]
    },
    {
      "page": "head.mmsbm",
      "title": "Identify nodes with most frequent membership in latent groups",
      "topics": [
        "head.mmsbm"
      ]
    },
    {
      "page": "lazega_dyadic",
      "title": "Dyadic predictors in the Lazega friendship network (Lazega 2001).",
      "topics": [
        "lazega_dyadic"
      ]
    },
    {
      "page": "lazega_monadic",
      "title": "Monadic predictors in the Lazega friendship network (Lazega 2001).",
      "topics": [
        "lazega_monadic"
      ]
    },
    {
      "page": "mmsbm",
      "title": "Dynamic mixed-membership stochastic blockmodel with covariates",
      "topics": [
        "mmsbm"
      ]
    },
    {
      "page": "mmsbm_fit",
      "title": "Fitter Function for dynamic MMSBM Model",
      "topics": [
        "mmsbm_fit"
      ]
    },
    {
      "page": "plot.mmsbm",
      "title": "Various visualization tools for 'mmsbm' objects",
      "topics": [
        "plot.mmsbm"
      ]
    },
    {
      "page": "predict.mmsbm",
      "title": "Predict edges based on estimated mmsbm model",
      "topics": [
        "predict.mmsbm"
      ]
    },
    {
      "page": "simulate.mmsbm",
      "title": "Simulate a complete sociomatrix from an 'mmsbm' object",
      "topics": [
        "simulate.mmsbm"
      ]
    },
    {
      "page": "summary.mmsbm",
      "title": "Summarize 'mmsbm' object",
      "topics": [
        "summary.mmsbm"
      ]
    },
    {
      "page": "vcov.mmsbm",
      "title": "Extract Variance-Covariance Matrix for a Fitted 'mmsbm' Object",
      "topics": [
        "vcov.mmsbm"
      ]
    }
  ],
  "_readme": "https://github.com/cran/NetMix/raw/HEAD/README.md",
  "_rundeps": [
    "cli",
    "clue",
    "cluster",
    "cpp11",
    "glue",
    "gtools",
    "igraph",
    "lattice",
    "lda",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "pkgconfig",
    "poisbinom",
    "Rcpp",
    "RcppArmadillo",
    "rlang",
    "vctrs"
  ],
  "_sysdeps": [
    {
      "shlib": "libblas",
      "package": "libopenblas0-pthread",
      "source": "openblas",
      "version": "0.3.32+ds-5",
      "name": "openblas",
      "homepage": "https://www.openblas.net/",
      "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    },
    {
      "shlib": "libgomp",
      "package": "libgomp1",
      "source": "gcc",
      "version": "16-20260322-1ubuntu1",
      "name": "openmp",
      "homepage": "http://gcc.gnu.org/",
      "description": "GCC OpenMP (GOMP) support library"
    }
  ],
  "_score": 2.2671717284030137,
  "_indexed": false,
  "_nocasepkg": "netmix",
  "_universes": [
    "cran"
  ],
  "_indexurl": "https://solivella.r-universe.dev/NetMix",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:21:02.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/8e92567373cafa6c9cc8f4e591529f7d8d9981e87c0c5badaf7202a8f0fc91a1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:21:15.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/b1b2ef5ce4ce84f3a11ca9c8351199cd92cefde8eefc9b86a18a4e0ac11df3f9",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:20:58.000Z",
      "distro": "resolute",
      "arch": "aarch64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/80bb41e7a437c5a65eb3fcfecf862eefba9771b0806def0cbd09eb05a17da315",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:21:10.000Z",
      "distro": "resolute",
      "arch": "x86_64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/48df92904e264e231b784549ced03eb05cdcdd78eb6f30d157bf95e7f6f76987",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:21:33.000Z",
      "arch": "emscripten",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/2ce3ab0e2ef5c2639154d9bdef4b51b2798c8ce575649466ef4e2d367291405b",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:22:09.000Z",
      "arch": "aarch64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/7f868873a6d51afa04060da9dd615e0b970cddcd828427ddf1798bc68dd98db1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:20:27.000Z",
      "arch": "x86_64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/0b75344d624b4a8148cc9a743958ec517daf617880496911f149913dfa9d8412",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:22:42.000Z",
      "arch": "aarch64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/ea1c8464c0b9f84e1e89560dc95f5fa638c22cdc3dc93ac23c4b737420d6a6be",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.2.0.3",
      "date": "2026-10-12T13:20:41.000Z",
      "arch": "x86_64",
      "commit": "f6a7f6c14686a1c7a0ce225c3b5c410840354618",
      "fileid": "https://r2.ropensci.org/a74271e4ba1e316a9b01af29c6d0bca9899c9540bf2a359dcd1f81ae4bcdd96b",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/38254439750"
    }
  ]
}