{ "_id": "6a5f64e614e95619b75d6486", "Package": "facomplex", "Title": "Methods for Assessing Factor Complexity in Factor Analysis\nSolutions", "Version": "0.0.3", "Authors@R": "c(\nperson(\"Merino-Soto\", \"Cesar A.\",\nemail = \"sikayax@yahoo.com.ar\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Dominguez-Lara\", \"Sergio\",\nemail = \"sdominguezmpcs@gmail.com\",\nrole = c(\"ctb\")))", "Description": "Provides methods for estimating factor complexity\ncoefficients in exploratory and confirmatory factor analysis\n(EFA/CFA) results. Included indices are the Hofman coefficient,\nFleming's approach for factor simplicity, and others.\nAdditional outputs include descriptive statistics (minimum,\nmaximum, and mean) for target and non-target loadings, and\nvisualization of results. References: Fleming, J.S. (2003)\n; Hofmann, R.J. (1978)\n; Kaiser, H.F. (1974)\n; Bentler, P.M. (1977)\n; Lorenzo-Seva, U. (2003)\n.", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "TRUE", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-21 12:21:09 UTC", "User": "root" }, "Author": "Merino-Soto Cesar A. [aut, cre], Dominguez-Lara Sergio [ctb]", "Maintainer": "Merino-Soto Cesar A. ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-07-21 10:00:02 UTC", "RemoteUrl": "https://github.com/cran/facomplex", "RemoteRef": "HEAD", "RemoteSha": "a4d9b1964450e9cc179725f3eda0d14c09e8467f", "_user": "cran", "_type": "src", "_file": "facomplex_0.0.3.tar.gz", "_fileid": "https://r2.ropensci.org/41534b2a6e8e41eb545552d3a6cb5f413f5020d34c719be2fd0c696920797f70", "_filesize": 269713, "_sha256": "41534b2a6e8e41eb545552d3a6cb5f413f5020d34c719be2fd0c696920797f70", "_expires": "2026-10-29T12:24:04.000Z", "_created": "2026-07-21T12:21:09.000Z", "_published": "2026-07-21T12:24:06.178Z", "_jobs": [ { "job": 88631382375, "time": 132, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8494808316" }, { "job": 88631382386, "time": 112, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8494800802" }, { "job": 88630680430, "time": 189, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8494749118" }, { "job": 88631382327, "time": 119, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8494802742" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/29829511078", "_status": "success", "_upstream": "https://github.com/cran/facomplex", "_commit": { "id": "a4d9b1964450e9cc179725f3eda0d14c09e8467f", "author": "Merino-Soto Cesar A ", "committer": "cran-robot ", "message": "version 0.0.3\n", "time": 1784628002 }, "_maintainer": { "name": "Merino-Soto Cesar A.", "email": "sikayax@yahoo.com.ar", "login": "cmerinos", "description": "PhD; Psychologist; quantitative methodology, psychometric analysis, nonparametric analysis, content validity. ", "uuid": 88915162 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "ggplot2", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "psych", "role": "Suggests" }, { "package": "lavaan", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-30", "n": 1 } ], "_tags": [ { "name": "0.0.3", "date": "2026-07-21" } ], "_stars": 0, "_contributors": [ { "user": "cmerinos", "count": 1, "uuid": 88915162 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 622, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/facomplex" }, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/facomplex.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_releases": [ { "version": "0.0.3", "date": "2026-07-21" } ], "_exports": [ "BSI", "entropyFL", "Hofmann", "HofmannFac", "KC", "LSIglobal", "plotFacomplex", "profileFacomplex", "simload", "SSindices" ], "_datasets": [ { "name": "fullclean", "title": "fullclean: Data frame of responses to motivations for conducting research", "object": "fullclean", "class": [ "data.frame" ], "fields": [ "ID", "EDAD", "ESTUDIO", "TIEMPODOC", "SEXO", "INV1", "INV4", "INV5", "INV7", "INV11", "INV12", "INV2", "INV3", "INV6", "INV8", "INV9", "INV10", "INV13", "INV14" ], "rows": 589, "table": true, "tojson": true } ], "_help": [ { "page": "BSI", "title": "BSI - Bentler Simplicity Index", "topics": [ "BSI" ] }, { "page": "entropyFL", "title": "Entropy Index for Factor Simplicity", "topics": [ "entropyFL" ] }, { "page": "fullclean", "title": "fullclean: Data frame of responses to motivations for conducting research", "topics": [ "fullclean" ] }, { "page": "Hofmann", "title": "Hofmann Index of Factorial Complexity and its Normalized Inverse", "topics": [ "Hofmann" ] }, { "page": "HofmannFac", "title": "Calculate Hofmann Factor Complexity Index for columns/factors", "topics": [ "HofmannFac" ] }, { "page": "KC", "title": "KC: Kaiser-Cerny Simplicity Index and Ideal Hyperplane Count", "topics": [ "KC" ] }, { "page": "LSIglobal", "title": "LSIglobal: Loading Simplicity Index (Lorenzo-Seva, 2003)", "topics": [ "LSIglobal" ] }, { "page": "plotFacomplex", "title": "Plot Simplicity Index Values", "topics": [ "plotFacomplex" ] }, { "page": "print.KC", "title": "Print method for KC objects", "topics": [ "print.KC" ] }, { "page": "profileFacomplex", "title": "Profile of Factorial Complexity", "topics": [ "profileFacomplex" ] }, { "page": "simload", "title": "Factor Simplicity indices for total, scale and items", "topics": [ "simload" ] }, { "page": "SSindices", "title": "SSindices: Target-Based Simple Structure Indices", "topics": [ "SSindices" ] } ], "_readme": "https://github.com/cran/facomplex/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_vignettes": [ { "source": "example2_facomplex.Rmd", "filename": "example2_facomplex.html", "title": "Example 2: Assessing Factor Simplicity from psych::fa() Output", "engine": "knitr::rmarkdown", "headings": [ "Example 2: Assessing Factor Simplicity from psych::fa() Output", "Step 1: Load data from psych", "Step 2: Fit a 2-factor exploratory model", "Step 3: View and save the loading matrix", "Step 4: Compute complexity and simplicity indices", "Hofmann Index", "Bentler’s Simplicity Index", "Kaiser-Cerny (KC) Criterion", "Factor Simplicity Index (FSI)" ], "created": "2026-07-21 10:00:02", "modified": "2026-07-21 10:00:02", "commits": 1 }, { "source": "intro_facomplex.Rmd", "filename": "intro_facomplex.html", "title": "Exploring Factor Complexity with ESEM: Example 1", "engine": "knitr::rmarkdown", "headings": [ "Example 1: Estimating Factor Complexity in an ESEM Solution", "1. Load the data", "2. Create a target matrix", "3. Specify the ESEM model", "4. Fit the ESEM model", "5. Compute factor complexity indices", "Factor Simplicity Index (FSI)", "Hofmann’s Index", "Bentler’s Simplicity Index (BSI)" ], "created": "2026-07-21 10:00:02", "modified": "2026-07-21 10:00:02", "commits": 1 } ], "_score": 3, "_indexed": false, "_nocasepkg": "facomplex", "_universes": [ "cran", "cmerinos" ], "_indexurl": "https://cmerinos.r-universe.dev/facomplex", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.3", "date": "2026-07-21T12:23:23.000Z", "distro": "resolute", "commit": "a4d9b1964450e9cc179725f3eda0d14c09e8467f", "fileid": "https://r2.ropensci.org/aa2074294cb3f08f22088493b741cd597202cbd18c886924b5ad59b5884af0ce", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/29829511078" }, { "r": "4.6.1", "os": "linux", "version": "0.0.3", "date": "2026-07-21T12:23:06.000Z", "distro": "resolute", "commit": "a4d9b1964450e9cc179725f3eda0d14c09e8467f", "fileid": "https://r2.ropensci.org/21aa6e7bd73a238cbb5aefc21f05b69dc50a665b80e4a86b15a6feb888d7d3ea", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/29829511078" }, { "r": "4.6.0", "os": "wasm", "version": "0.0.3", "date": "2026-07-21T12:23:24.000Z", "commit": "a4d9b1964450e9cc179725f3eda0d14c09e8467f", "fileid": "https://r2.ropensci.org/40c865331005fbc48c5421d77e7542389f6d08790f03c88660e0cc8c185dbe01", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/29829511078" } ] }