{ "_id": "6acf64f2e2d863f662951967", "Package": "semEffect", "Title": "Unified Effect Analysis and Visualization for Structural\nEquation Models", "Version": "1.3.0", "Authors@R": "person(given = \"Weiping\",\nfamily = \"Mei\",\nrole = c(\"aut\", \"cre\"),\nemail = \"meiweipingg@163.com\",\ncomment = c(ORCID = \"0000-0001-6400-9862\"))", "Description": "Provides a unified interface to calculate, extract, and\nvisualize standardized effect decompositions (direct, indirect,\nand total effects) for three major structural equation modeling\n(SEM) frameworks: 'lavaan', 'piecewiseSEM', and 'plspm'. The\npackage simplifies comparative SEM analysis by offering\nconsistent functions across different modeling paradigms. Key\nfeatures include automated handling of zero-effect variables,\ngeneration of publication-ready 'ggplot2' visualizations, and\nreturning both wide-format and long-format effect tables. It\nsupports flexible effect filtering, accepts multi-model object\ninputs, and allows extensive customization of visualization\nparameters. The 'sem_modeling()' function serves as a central\nwrapper, enabling users to fit models using different packages\nwith a unified syntax. For methodological background, see\n'Rosseel' (2012) for 'lavaan',\n'Lefcheck' (2016) for\n'piecewiseSEM', and 'Sanchez' (2013)\n for 'PLS-PM'.", "URL": "https://github.com/PhDMeiwp/semEffect/", "BugReports": "https://github.com/PhDMeiwp/semEffect/issues", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev libx11-dev", "Repository": "https://phdmeiwp.r-universe.dev", "Date/Publication": "2025-09-11 05:15:13 UTC", "RemoteUrl": "https://github.com/phdmeiwp/semeffect", "RemoteRef": "HEAD", "RemoteSha": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-14 11:13:47 UTC", "User": "root" }, "Author": "Weiping Mei [aut, cre] (ORCID: )", "Maintainer": "Weiping Mei ", "_user": "phdmeiwp", "_type": "src", "_file": "semEffect_1.3.0.tar.gz", "_fileid": "https://r2.ropensci.org/9e5643a60912de99c713c4d77b113a9df7c683ddeaa1db24d65cca6b35a011d8", "_filesize": 127172, "_sha256": "9e5643a60912de99c713c4d77b113a9df7c683ddeaa1db24d65cca6b35a011d8", "_expires": "2027-01-22T11:18:09.000Z", "_created": "2026-10-14T11:13:47.000Z", "_published": "2026-10-14T11:18:10.727Z", "_buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115822299384, "time": 198, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11888882463" }, { "job": 115822299402, "time": 214, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11889901177" }, { "job": 115822299374, "time": 202, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11890021098" }, { "job": 115822299268, "time": 217, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11889786128" }, { "job": 115820784891, "time": 231, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11889845515" }, { "job": 115822299181, "time": 141, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11890025899" }, { "job": 115822299247, "time": 198, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11888947421" }, { "job": 115822299203, "time": 119, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11890070841" }, { "job": 115822299225, "time": 188, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11889726156" } ], "_upstream": "https://github.com/phdmeiwp/semeffect", "_commit": { "id": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "author": "Weiping MEI ", "committer": "GitHub ", "message": "Update README.md", "time": 1757567713 }, "_maintainer": { "name": "Weiping Mei", "email": "meiweipingg@163.com", "login": "phdmeiwp", "twitter": "@weiping_mei", "description": "I like to walk around on Github, and love to think about statistics.", "uuid": 26179142, "orcid": "0000-0001-6400-9862" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.4.0", "role": "Depends" }, { "package": "lavaan", "role": "Imports" }, { "package": "piecewiseSEM", "role": "Imports" }, { "package": "plspm", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "checkmate", "role": "Imports" }, { "package": "testthat", "role": "Suggests" }, { "package": "RColorBrewer", "role": "Suggests" }, { "package": "blavaan", "role": "Suggests" }, { "package": "semEff", "role": "Suggests" } ], "_owner": "phdmeiwp", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "phdmeiwp", "count": 46, "uuid": 26179142 } ], "_userbio": { "uuid": 26179142, "type": "user", "name": "Weiping MEI", "followers": 40, "description": "I like to walk around on Github, and love to think about statistics." }, "_downloads": { "count": 216, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/semEffect" }, "_devurl": "https://github.com/phdmeiwp/semeffect", "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "extra/semEffect.html" ], "_homeurl": "https://github.com/phdmeiwp/semeffect", "_realowner": "phdmeiwp", "_cranurl": true, "_releases": [ { "version": "1.2.3", "date": "2025-07-04" } ], "_exports": [ "get_effect", "plot_effect", "sem_lavaan", "sem_modeling", "sem_piecewise", "sem_plspm" ], "_help": [ { "page": "get_effect", "title": "Extract Effect Values from Structural Equation Models", "topics": [ "get_effect" ] }, { "page": "plot_effect", "title": "Plot Effect Values from Structural Equation Models", "topics": [ "plot_effect" ] }, { "page": "sem_lavaan", "title": "Fitting Structural Equation Models (SEM) with lavaan", "topics": [ "sem_lavaan" ] }, { "page": "sem_modeling", "title": "sem_modeling", "topics": [ "sem_modeling" ] }, { "page": "sem_piecewise", "title": "Fit a Piecewise Structural Equation Model (SEM) from Multiple Specification Formats", "topics": [ "sem_piecewise" ] }, { "page": "sem_plspm", "title": "Convert Lavaan Format Model to Plspm Required Input Format and Perform PLS-PM Analysis", "topics": [ "sem_plspm" ] } ], "_readme": "https://github.com/phdmeiwp/semeffect/raw/HEAD/README.md", "_rundeps": [ "abind", "amap", "backports", "base64enc", "bayestestR", "bit", "bit64", "boot", "broom", "bslib", "cachem", "car", "carData", "checkmate", "cli", "clipr", "codetools", "colorspace", "cowplot", "cpp11", "crayon", "datawizard", "Deriv", "diagram", "DiagrammeR", "digest", "doBy", "dplyr", "emmeans", "estimability", "evaluate", "farver", "fastmap", "fontawesome", "forecast", "Formula", "fracdiff", "fs", "generics", "ggplot2", "glue", "gtable", "highr", "hms", "htmltools", "htmlwidgets", "igraph", "insight", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lavaan", "lifecycle", "lme4", "lmtest", "magrittr", "MASS", "Matrix", "MatrixModels", "memoise", "mgcv", "mime", "minqa", "mnormt", "modelr", "multcomp", "MuMIn", "mvtnorm", "nlme", "nloptr", "nnet", "numDeriv", "pbivnorm", "pbkrtest", "performance", "piecewiseSEM", "pillar", "pkgconfig", "plspm", "prettyunits", "progress", "purrr", "quadprog", "quantreg", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "Rdpack", "readr", "reformulas", "rlang", "rmarkdown", "rstudioapi", "S7", "sandwich", "sass", "scales", "shape", "SparseM", "stringi", "stringr", "survival", "tester", "TH.data", "tibble", "tidyr", "tidyselect", "timeDate", "tinytex", "turner", "tzdb", "urca", "utf8", "vctrs", "viridisLite", "visNetwork", "vroom", "withr", "xfun", "yaml", "zoo" ], "_score": 3, "_indexed": true, "_nocasepkg": "semeffect", "_universes": [ "phdmeiwp" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.3.0", "date": "2026-10-14T11:16:37.000Z", "distro": "resolute", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/813ea277587403912969841ebe84c737e160d04fb5005e61a9a1d2d68e7f8682", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.6.1", "os": "linux", "version": "1.3.0", "date": "2026-10-14T11:16:43.000Z", "distro": "resolute", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/76ba416655b4ca2ea16ae691e9c120b99ad2a65b8de455b6137b2d3ecc81dbad", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.5.3", "os": "mac", "version": "1.3.0", "date": "2026-10-14T11:16:20.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/82af28ba7f56b394cbd1f43106d73a76e1d57f4c1225a498b44ea605cc06f271", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.6.1", "os": "mac", "version": "1.3.0", "date": "2026-10-14T11:16:15.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/edc6cc02abf72c14d1d504fd80a4f094184ea009bfa14f6df983339c09f7a550", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.6.0", "os": "wasm", "version": "1.3.0", "date": "2026-10-14T11:16:25.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/06858038be3d8d1043851f8dea0fa7229e8f578f635a6657e24be357f739ccb6", "status": "success", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.7.0", "os": "win", "version": "1.3.0", "date": "2026-10-14T11:16:43.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/150ba94756e0e71e5bb4770b4072147744828851c7eec4be617cbd535a8afde2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.5.3", "os": "win", "version": "1.3.0", "date": "2026-10-14T11:15:26.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/6e61434ba5a9f4039fd3f3721fddf31f8bac771a275c14ee7e81ae750b9aa15a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" }, { "r": "4.6.1", "os": "win", "version": "1.3.0", "date": "2026-10-14T11:16:33.000Z", "commit": "7a6436d8d38a3f5fd339a956d8eec2edb05435ae", "fileid": "https://r2.ropensci.org/05abfa76eb0cd870a43d3b5dcc1725820a6e2ce7d04f1207a949993b0beb80fb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/phdmeiwp/actions/runs/38554648672" } ] }