{ "_id": "6a290a77732311cd87593f83", "Package": "modnets", "Title": "Modeling Moderated Networks", "Version": "0.9.0.9000", "Authors@R": "person(given = \"Trevor\",\nfamily = \"Swanson\",\nrole = c(\"aut\", \"cre\"),\nemail = \"trevorswanson222@gmail.com\")", "Maintainer": "Trevor Swanson ", "Description": "Methods for modeling moderator variables in\ncross-sectional, temporal, and multi-level networks. Includes\nmodel selection techniques and a variety of plotting functions.\nImplements the methods described by Swanson (2020)\n.", "License": "GPL (>= 3)", "URL": "https://github.com/tswanson222/modnets", "BugReports": "https://github.com/tswanson222/modnets/issues", "Encoding": "UTF-8", "LazyData": "true", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.1.1", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libjpeg-dev\nlibpng-dev libuv1-dev libxml2-dev", "Repository": "https://tswanson222.r-universe.dev", "Date/Publication": "2021-10-28 01:00:24 UTC", "RemoteUrl": "https://github.com/tswanson222/modnets", "RemoteRef": "HEAD", "RemoteSha": "b118381885baedc1fffa9ff48b2adeef220e8e89", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-10 06:50:47 UTC", "User": "root" }, "Author": "Trevor Swanson [aut, cre]", "MD5sum": "03985a2e6f71d983f470800d491a7246", "_user": "tswanson222", "_type": "src", "_file": "modnets_0.9.0.9000.tar.gz", "_fileid": "3badaff1406f4feb8b38e065b7f50adba9dbd15c2f88a69acf1674be7109deff", "_filesize": 3860235, "_sha256": "3badaff1406f4feb8b38e065b7f50adba9dbd15c2f88a69acf1674be7109deff", "_created": "2026-06-10T06:50:47.000Z", "_published": "2026-06-10T06:55:51.481Z", "_distro": "noble", "_jobs": [ { "job": 80498964267, "time": 223, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7528574241" }, { "job": 80498964251, "time": 248, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7528581016" }, { "job": 80498964259, "time": 173, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7528560090" }, { "job": 80498964246, "time": 114, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7528543716" }, { "job": 80498400810, "time": 247, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7528511807" }, { "job": 80498964239, "time": 143, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7528552157" }, { "job": 80498964274, "time": 162, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7528557610" }, { "job": 80498964287, "time": 175, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7528561346" }, { "job": 80498964262, "time": 147, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7528554968" } ], "_buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/tswanson222/modnets", "_commit": { "id": "b118381885baedc1fffa9ff48b2adeef220e8e89", "author": "Trevor Swanson ", "committer": "Trevor Swanson ", "message": "Updated after CRAN release\n", "time": 1635382824 }, "_maintainer": { "name": "Trevor Swanson", "email": "trevorswanson222@gmail.com", "login": "tswanson222", "description": "Data Scientist", "uuid": 32346429 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "abind", "role": "Imports" }, { "package": "corpcor", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "glinternet", "role": "Imports" }, { "package": "glmnet", "role": "Imports" }, { "package": "gridExtra", "role": "Imports" }, { "package": "gtools", "role": "Imports" }, { "package": "igraph", "role": "Imports" }, { "package": "interactionTest", "role": "Imports" }, { "package": "leaps", "role": "Imports" }, { "package": "lme4", "role": "Imports" }, { "package": "lmerTest", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "pbapply", "role": "Imports" }, { "package": "plyr", "role": "Imports" }, { "package": "psych", "role": "Imports" }, { "package": "qgraph", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "systemfit", "role": "Imports" }, { "package": "sn", "role": "Suggests" }, { "package": "arm", "role": "Suggests" }, { "package": "hierNet", "role": "Suggests" }, { "package": "psychTools", "role": "Suggests" } ], "_owner": "tswanson222", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "tswanson222", "count": 42, "uuid": 32346429 } ], "_userbio": { "uuid": 32346429, "type": "user", "name": "Trevor James Swanson", "description": "Data Scientist" }, "_downloads": { "count": 242, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/modnets" }, "_devurl": "https://github.com/tswanson222/modnets", "_searchresults": 7, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/modnets.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/tswanson222/modnets", "_realowner": "tswanson222", "_cranurl": true, "_releases": [ { "version": "0.9.0", "date": "2021-10-01" } ], "_exports": [ "bootNet", "centAuto", "centPlot", "centTable", "clustAuto", "clustPlot", "clustTable", "compareVAR", "condPlot", "cscoef", "fitNetwork", "getFitCIs", "intsPlot", "lmerVAR", "mlGVAR", "mlGVARsim", "mnetPowerSim", "modLL", "modSelect", "modTable", "net", "netInts", "ordinalize", "plotBoot", "plotCentrality", "plotCoefs", "plotMods", "plotNet", "plotNet2", "plotNet3", "plotPower", "plotPvals", "plotStability", "predictNet", "resample", "sampleSize", "selected", "simNet", "SURfit", "SURll", "SURnet", "SURtable", "varSelect" ], "_datasets": [ { "name": "bfiDat", "title": "bfi data", "object": "bfiDat", "class": [ "data.frame" ], "fields": [ "A", "C", "E", "N", "O", "gender" ], "rows": 2236, "table": true, "tojson": true }, { "name": "ggmDat", "title": "Simulated GGM data", "object": "ggmDat", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "M" ], "rows": 5000, "table": true, "tojson": true }, { "name": "gvarDat", "title": "Simulated temporal network data", "object": "gvarDat", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "M" ], "rows": 5000, "table": true, "tojson": true }, { "name": "mlgvarDat", "title": "Simulated multi-level network data", "object": "mlgvarDat", "class": [ "data.frame" ], "fields": [ "V1", "V2", "V3", "V4", "V5", "M", "ID" ], "rows": 50000, "table": true, "tojson": true } ], "_help": [ { "page": "bfiDat", "title": "bfi data", "topics": [ "bfiDat" ] }, { "page": "bootNet", "title": "Bootstrapping network estimation for moderated networks", "topics": [ "bootNet" ] }, { "page": "bootNetDescriptives", "title": "Descriptive statistics for 'bootNet' objects", "topics": [ "bootNetDescriptives", "cscoef", "summary.bootNet" ] }, { "page": "CentClust", "title": "Node centrality, clustering coefficients, and shortest path lengths", "topics": [ "centAuto", "CentClust", "clustAuto" ] }, { "page": "CentralityAndClustering", "title": "Create table of centrality values or clustering coefficients", "topics": [ "CentralityAndClustering", "centTable", "clustTable" ] }, { "page": "CentralityAndClusteringPlots", "title": "Plots for node centrality values or clustering coefficients", "topics": [ "centPlot", "CentralityAndClusteringPlots", "clustPlot", "plotCentrality" ] }, { "page": "compareVAR", "title": "Compare two to three 'lmerVAR' models", "topics": [ "compareVAR" ] }, { "page": "condPlot", "title": "Conditional effects plot", "topics": [ "condPlot" ] }, { "page": "fitNetwork", "title": "Fit cross-sectional and idiographic moderated network models", "topics": [ "fitNetwork" ] }, { "page": "getFitCIs", "title": "Provides model coefficients with confidence intervals", "topics": [ "getFitCIs" ] }, { "page": "ggmDat", "title": "Simulated GGM data", "topics": [ "ggmDat" ] }, { "page": "gvarDat", "title": "Simulated temporal network data", "topics": [ "gvarDat" ] }, { "page": "intsPlot", "title": "Plot confidence intervals for interaction terms", "topics": [ "intsPlot" ] }, { "page": "lmerVAR", "title": "Mixed-effects modeling for the GVAR in multilevel data", "topics": [ "lmerVAR" ] }, { "page": "LogLikelihood", "title": "Log-likelihood functions and Likelihood Ratio Tests for moderated networks", "topics": [ "LogLikelihood", "modLL", "modTable", "SURll", "SURtable" ] }, { "page": "mlGVAR", "title": "Fit GVAR models with multilevel data", "topics": [ "mlGVAR" ] }, { "page": "mlgvarDat", "title": "Simulated multi-level network data", "topics": [ "mlgvarDat" ] }, { "page": "mlGVARsim", "title": "Main workhorse for simulating VAR and mlGVAR data", "topics": [ "mlGVARsim" ] }, { "page": "mnetPowerSim", "title": "Power simulator for cross-sectional and idiographic networks", "topics": [ "mnetPowerSim" ] }, { "page": "modnets", "title": "modnets: Modeling Moderated Networks", "topics": [ "modnets" ] }, { "page": "modSelect", "title": "Select a model based on output from 'resample'", "topics": [ "modSelect" ] }, { "page": "net", "title": "Get adjacency matrices from fit objects", "topics": [ "net", "netInts" ] }, { "page": "ordinalize", "title": "Convert continuous variables into ordinal variables", "topics": [ "ordinalize" ] }, { "page": "plot.resample", "title": "Plot method for output of resample function", "topics": [ "plot.resample" ] }, { "page": "plotBoot", "title": "Plot 'bootNet' outputs", "topics": [ "plot.bootNet", "plotBoot" ] }, { "page": "plotCoefs", "title": "Plot model coefficients with confidence intervals", "topics": [ "plotCoefs" ] }, { "page": "plotMods", "title": "Plot conditional networks at different levels of the moderator", "topics": [ "plotMods" ] }, { "page": "plotNet", "title": "Plot moderated and unmoderated network models", "topics": [ "plot.ggm", "plot.ggmSim", "plot.GVARsim", "plot.lmerVAR", "plot.mlGVAR", "plot.mlGVARsim", "plot.SURnet", "plotNet" ] }, { "page": "plotNet2", "title": "Plot temporal and contemporaneous networks in the same window", "topics": [ "plotNet2" ] }, { "page": "plotNet3", "title": "Plot temporal, contemporaneous, and between-subject networks", "topics": [ "plotNet3" ] }, { "page": "plotPower", "title": "Plot results of power simulations", "topics": [ "plot.mnetPower", "plotPower" ] }, { "page": "plotPvals", "title": "Plot the ECDF of p-values from resampling", "topics": [ "plotPvals" ] }, { "page": "plotStability", "title": "Plot stability selection paths for a given outcome", "topics": [ "plotStability" ] }, { "page": "predictNet", "title": "Calculate prediction error from network models", "topics": [ "predictNet" ] }, { "page": "resample", "title": "Bootstrapping or multi-sample splits for variable selection", "topics": [ "resample" ] }, { "page": "sampleSize", "title": "Reports the minimum sample size required to fit a network model", "topics": [ "sampleSize" ] }, { "page": "selected", "title": "Shows which variables were selected for each node of a network", "topics": [ "selected" ] }, { "page": "simNet", "title": "Simulate network structure and data", "topics": [ "simNet" ] }, { "page": "summary.mnetPower", "title": "Descriptive statistics for power simulation results", "topics": [ "summary.mnetPower" ] }, { "page": "SURfit", "title": "Fit SUR models with or without constraints", "topics": [ "SURfit" ] }, { "page": "SURnet", "title": "Creates temporal and contemporaneous network of SUR results", "topics": [ "SURnet" ] }, { "page": "varSelect", "title": "Variable selection for moderated networks", "topics": [ "varSelect" ] } ], "_readme": "https://github.com/tswanson222/modnets/raw/HEAD/README.md", "_rundeps": [ "abind", "backports", "base64enc", "boot", "broom", "bslib", "cachem", "car", "carData", "checkmate", "cli", "cluster", "codetools", "colorspace", "corpcor", "cowplot", "cpp11", "data.table", "Deriv", "digest", "doBy", "dplyr", "evaluate", "farver", "fastmap", "fdrtool", "fontawesome", "foreach", "forecast", "foreign", "Formula", "fracdiff", "fs", "generics", "ggplot2", "glasso", "glinternet", "glmnet", "glue", "GPArotation", "gridExtra", "gtable", "gtools", "highr", "Hmisc", "htmlTable", "htmltools", "htmlwidgets", "igraph", "interactionTest", "isoband", "iterators", "jpeg", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lavaan", "leaps", "lifecycle", "lme4", "lmerTest", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "microbenchmark", "mime", "minqa", "mnormt", "modelr", "mvtnorm", "nlme", "nloptr", "nnet", "numDeriv", "pbapply", "pbivnorm", "pbkrtest", "pillar", "pkgconfig", "plyr", "png", "psych", "purrr", "qgraph", "quadprog", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "reformulas", "reshape2", "rlang", "rmarkdown", "rpart", "rstudioapi", "S7", "sandwich", "sass", "scales", "shape", "SparseM", "stringi", "stringr", "survival", "systemfit", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "urca", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml", "zoo" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "modnets", "_universes": [ "tswanson222" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.9.0.9000", "date": "2026-06-10T06:53:40.000Z", "distro": "noble", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "35fececb1c3a690bec5611eb9b48003f548f7435db11a256cd15a4d4f66863ca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.6.0", "os": "linux", "version": "0.9.0.9000", "date": "2026-06-10T06:53:56.000Z", "distro": "noble", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "bb411fa8dc9f2d9baad73dc18b08cd740462ec3ced22045f0a5f25bc3ed536b4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.5.3", "os": "mac", "version": "0.9.0.9000", "date": "2026-06-10T06:53:03.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "0991bdc265ff1fb2628f770a4101334902dca391cb693827ecd9851440849fd5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.6.0", "os": "mac", "version": "0.9.0.9000", "date": "2026-06-10T06:52:26.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "607824b2b5bc6cd044c2218eb74e490f68b724352744b1754fa6bb4ff3222c49", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.6.0", "os": "wasm", "version": "0.9.0.9000", "date": "2026-06-10T06:53:43.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "5595fd223b253408d009010761d3ff7e2e19f9d38edcf2015b51170040898ff9", "status": "success", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.7.0", "os": "win", "version": "0.9.0.9000", "date": "2026-06-10T06:52:45.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "b9267952dbe8da23f16a6edc1509f3b9de3d370488aa46d75a0b343a15445254", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.5.3", "os": "win", "version": "0.9.0.9000", "date": "2026-06-10T06:52:32.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "81a38da608bfd1108847621754b4e55e9724b4ca35e23ca97219ef9fbf150b91", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" }, { "r": "4.6.0", "os": "win", "version": "0.9.0.9000", "date": "2026-06-10T06:52:36.000Z", "commit": "b118381885baedc1fffa9ff48b2adeef220e8e89", "fileid": "fc8ce3b649d4d697b909ab24944e90b8bea0351408763dfddc7834c97864cac8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tswanson222/actions/runs/27258511665" } ] }