{ "_id": "6a2271b2cd65a98ecbd492d9", "Package": "calms", "Type": "Package", "Title": "Comprehensive Analysis of Latent Means", "Version": "1.0-3", "Encoding": "UTF-8", "Date": "2026-04-06", "Author": "Kim Nimon [aut, cre], Julia Fulmore [aut]", "Authors@R": "c(person(given = \"Kim\", family = \"Nimon\", role = c(\"aut\", \"cre\"), email = \"kim.nimon@gmail.com\"), person(given=\"Julia\", family=\"Fulmore\",role=\"aut\"))", "Maintainer": "Kim Nimon ", "Description": "Provides a Shiny application to conduct comprehensive\nanalysis of latent means including the examination of group\nequivalency, propensity score analysis, measurement invariance\nanalysis, and assessment of latent mean differences of\nequivalent groups with invariant data. Group equivalency and\npropensity score analyses are implemented using the 'MatchIt'\npackage [Ho et al. (2011) ],\nensuring robust control for covariates. Structural equation\nmodeling and invariance testing rely heavily on the 'lavaan'\npackage [Rosseel (2012) ], providing\na flexible and powerful modeling framework. The application\nalso integrates modified functions from Hammack-Brown et al.\n(2021) to support factor ratio testing\nand the list-and-delete procedure.", "License": "GPL (>= 2)", "RoxygenNote": "7.3.2", "VignetteBuilder": "knitr", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-05 06:47:34 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-04-06 17:09:52 UTC", "RemoteUrl": "https://github.com/cran/calms", "RemoteRef": "HEAD", "RemoteSha": "3f8256872e3c887f827eb3941201337196b7821c", "MD5sum": "5f8773635805db4cbecbb4f666a9be96", "_user": "cran", "_type": "src", "_file": "calms_1.0-3.tar.gz", "_fileid": "9a1499c46b57a21683a4641994bb9a52518b2b7acad0f40f4ada724e1078b1cd", "_filesize": 4345613, "_sha256": "9a1499c46b57a21683a4641994bb9a52518b2b7acad0f40f4ada724e1078b1cd", "_created": "2026-06-05T06:47:34.000Z", "_published": "2026-06-05T06:50:26.446Z", "_distro": "noble", "_jobs": [ { "job": 79678312100, "time": 136, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7430539615" }, { "job": 79678312098, "time": 116, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7430535105" }, { "job": 79677974705, "time": 169, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7430507760" }, { "job": 79678312048, "time": 119, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7430535495" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26999950448", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/calms", "_commit": { "id": "3f8256872e3c887f827eb3941201337196b7821c", "author": "Kim Nimon ", "committer": "cran-robot ", "message": "version 1.0-3\n", "time": 1775495392 }, "_maintainer": { "name": "Kim Nimon", "email": "kim.nimon@gmail.com" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "DT", "role": "Imports" }, { "package": "foreign", "role": "Imports" }, { "package": "lavaan", "role": "Imports" }, { "package": "lsr", "role": "Imports" }, { "package": "MatchIt", "role": "Imports" }, { "package": "shiny", "role": "Imports" }, { "package": "shinyjs", "role": "Imports" }, { "package": "stringr", "role": "Imports" }, { "package": "bslib", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "rgenoud", "role": "Suggests" }, { "package": "Matching", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2025-35", "n": 1 }, { "week": "2026-15", "n": 1 } ], "_tags": [ { "name": "1.0-1", "date": "2025-08-28" }, { "name": "1.0-3", "date": "2026-04-06" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 530, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/calms" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/calms.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0-1", "date": "2025-08-28" }, { "version": "1.0-3", "date": "2026-04-06" } ], "_exports": [ "run_calms" ], "_datasets": [ { "name": "WosDemoMeta", "title": "Meta file for CALMs Demonstration Dataset", "object": "WosDemoMeta", "class": [ "data.frame" ], "fields": [ "itemo", "item", "type", "scale", "ds", "missing" ], "rows": 11, "table": true, "tojson": true } ], "_help": [ { "page": "run_calms", "title": "Launch calms User Interface", "concept": [ "latent means", "measurement invariance", "propensity matching", "structural invariance" ], "topics": [ "run_calms" ] }, { "page": "WosDemoMeta", "title": "Meta file for CALMs Demonstration Dataset", "topics": [ "WosDemoMeta" ] } ], "_rundeps": [ "backports", "base64enc", "bslib", "cachem", "chk", "cli", "commonmark", "crosstalk", "digest", "dplyr", "DT", "evaluate", "fastmap", "fontawesome", "foreign", "fs", "generics", "glue", "highr", "htmltools", "htmlwidgets", "httpuv", "jquerylib", "jsonlite", "knitr", "later", "lavaan", "lazyeval", "lifecycle", "lsr", "magrittr", "MASS", "MatchIt", "memoise", "mime", "mnormt", "numDeriv", "otel", "pbivnorm", "pillar", "pkgconfig", "promises", "quadprog", "R6", "rappdirs", "Rcpp", "RcppProgress", "rlang", "rmarkdown", "sass", "shiny", "shinyjs", "sourcetools", "stringi", "stringr", "tibble", "tidyselect", "tinytex", "utf8", "vctrs", "withr", "xfun", "xtable", "yaml" ], "_vignettes": [ { "source": "intro.Rmd", "filename": "intro.html", "title": "Introduction to CALMs", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "Launching CALMs", "1. Web Access (No Installation Required)", "2. Local Access (Installation Required)", "A. Open R or RStudio", "B. Install the CALMs Package", "C. Run the CALMs Package", "Built-in Dataset", "Providing Your Own Data", "Features Overview", "Example Workflow", "Step 1: Load Data", "Step 2: View Data", "Step 3: Check Group Equivalency", "Step 4: Propensity Score Analysis Setup", "Step 5: Propensity Score Analysis", "Step 6: Measuremenent Invariance Tests", "Step 7: Metric Invariance Tests", "Step 8: Scalar Invariance Tests", "Step 9: Structural Invariance Tests", "References" ], "created": "2025-08-28 09:00:07", "modified": "2025-08-28 09:00:07", "commits": 1 } ], "_score": 2.3010299956639813, "_indexed": true, "_nocasepkg": "calms", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0-3", "date": "2026-06-05T06:49:43.000Z", "distro": "noble", "commit": "3f8256872e3c887f827eb3941201337196b7821c", "fileid": "25c72f1fdc02084dbc34e80b200d23a0f1fd83c2e64a92ac7311bcd5281dffbc", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26999950448" }, { "r": "4.6.0", "os": "linux", "version": "1.0-3", "date": "2026-06-05T06:49:24.000Z", "distro": "noble", "commit": "3f8256872e3c887f827eb3941201337196b7821c", "fileid": "7afebe37b9d7d4f619ab80ab168ac92b5d4ebc9d658b470c38def561ec07bc12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26999950448" }, { "r": "4.6.0", "os": "wasm", "version": "1.0-3", "date": "2026-06-05T06:49:48.000Z", "commit": "3f8256872e3c887f827eb3941201337196b7821c", "fileid": "2e62e8c1ed57e54448f641892c90c32874855d011b31e9edbf5780afdd01874e", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26999950448" } ] }