{ "_id": "6ad08126e2d863f6629551d6", "Package": "pinsearch", "Type": "Package", "Title": "Specification Search for Partial Factorial Invariance", "Version": "0.1.6.2", "Authors@R": "person(\"Mark\", \"Lai\", email = \"marklhc@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"), comment = c(ORCID = \"0000-0002-9196-7406\"))", "Description": "Automate specification search for identifying noninvariant\nitems in factorial invariance analyses, as described in Yoon &\nMillsap (2007) . Models are\nspecified in 'lavaan' syntax. Supports continuous indicators\nwith loadings, intercepts, residuals (uniqueness), and residual\ncovariances invariance, and ordered categorical indicators with\nloadings, thresholds, and residual covariances invariance.", "License": "GPL-3", "Encoding": "UTF-8", "URL": "https://github.com/marklhc/pinsearch,\nhttps://marklhc.github.io/pinsearch/", "BugReports": "https://github.com/marklhc/pinsearch/issues", "Config/testthat/edition": "3", "Roxygen": "list(markdown = TRUE)", "VignetteBuilder": "knitr", "LazyData": "true", "Config/roxygen2/version": "8.1.0", "Repository": "https://marklhc.r-universe.dev", "Date/Publication": "2026-10-15 04:11:49 UTC", "RemoteUrl": "https://github.com/marklhc/pinsearch", "RemoteRef": "HEAD", "RemoteSha": "5ba90c6bd87151d91868a410711156336ff4c82a", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-15 06:50:51 UTC", "User": "root" }, "Author": "Mark Lai [aut, cre, cph] (ORCID:\n)", "Maintainer": "Mark Lai ", "_user": "marklhc", "_type": "src", "_file": "pinsearch_0.1.6.2.tar.gz", "_fileid": "https://r2.ropensci.org/dde82b2ccba4810da1aca5702e0f614b03e6ebacc94f1c487e8d6fadca2f8dea", "_filesize": 1591025, "_sha256": "dde82b2ccba4810da1aca5702e0f614b03e6ebacc94f1c487e8d6fadca2f8dea", "_expires": "2027-01-23T07:30:40.000Z", "_created": "2026-10-15T06:50:51.000Z", "_published": "2026-10-15T07:30:46.716Z", "_buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 116289355765, "time": 226, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11953288808" }, { "job": 116289355810, "time": 212, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11953987674" }, { "job": 116289355837, "time": 166, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11955840072" }, { "job": 116289355803, "time": 209, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11955495331" }, { "job": 116286849334, "time": 453, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11953527437" }, { "job": 116289355727, "time": 121, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11953637933" }, { "job": 116289355860, "time": 172, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11953193924" }, { "job": 116289355892, "time": 130, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11953014041" }, { "job": 116289355724, "time": 118, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11954117264" } ], "_upstream": "https://github.com/marklhc/pinsearch", "_commit": { "id": "5ba90c6bd87151d91868a410711156336ff4c82a", "author": "Hok Chio (Mark) Lai ", "committer": "GitHub ", "message": "Merge pull request #24 from marklhc/marklhc/test-level-dmacs-denom\n\nFix the denominator of the test-level effect size (item_weights)", "time": 1792037509 }, "_maintainer": { "name": "Mark Lai", "email": "marklhc@gmail.com", "login": "marklhc", "description": "", "uuid": 6175332, "orcid": "0000-0002-9196-7406" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "lavaan", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "boot", "role": "Suggests" }, { "package": "difR", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "withr", "role": "Suggests" } ], "_owner": "marklhc", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-34", "n": 16 }, { "week": "2026-35", "n": 2 }, { "week": "2026-37", "n": 2 }, { "week": "2026-42", "n": 1 } ], "_tags": [ { "name": "v0.1.6", "date": "2026-08-26" } ], "_stars": 1, "_contributors": [ { "user": "marklhc", "count": 185, "uuid": 6175332 } ], "_userbio": { "uuid": 6175332, "type": "user", "name": "Hok Chio (Mark) Lai", "followers": 48 }, "_downloads": { "count": 376, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/pinsearch" }, "_devurl": "https://github.com/marklhc/pinsearch", "_pkgdown": "https://marklhc.github.io/pinsearch/", "_searchresults": 26, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/pinsearch.html", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/marklhc/pinsearch", "_realowner": "marklhc", "_cranurl": true, "_releases": [ { "version": "0.1.6", "date": "2026-09-08" } ], "_exports": [ "dmacs", "dmacs_ordered", "fdr_alpha", "fmacs", "fmacs_ordered", "pin_effsize", "pinSearch", "type2op" ], "_datasets": [ { "name": "lui_sim", "title": "Simulated data with 15 items of an Alcohol Belief Scale", "object": "lui_sim", "class": [ "data.frame" ], "fields": [ "class1", "class2", "class3", "class4", "class5", "class6", "class7", "class8", "class9", "class10", "class11", "class12", "class13", "class14", "class15", "group" ], "rows": 910, "table": true, "tojson": true } ], "_help": [ { "page": "dmacs", "title": "Compute dMACS effect size described in Nye & Drasgow (2011) for two groups.", "topics": [ "dmacs", "dmacs_ordered" ] }, { "page": "es_lavaan", "title": "Item-level effect size for non-invariance", "topics": [ "es_lavaan", "pin_effsize" ] }, { "page": "fdr_alpha", "title": "Adjusted alpha level for multiple testing.", "topics": [ "fdr_alpha" ] }, { "page": "fmacs", "title": "Compute fMACS effect size for two or more groups.", "topics": [ "fmacs", "fmacs_ordered" ] }, { "page": "lui_sim", "title": "Simulated data with 15 items of an Alcohol Belief Scale", "topics": [ "lui_sim" ] }, { "page": "pinSearch", "title": "Search for noninvariant parameters across groups.", "topics": [ "pinSearch" ] }, { "page": "type2op", "title": "Map invariance types to lavaan parTable operators.", "topics": [ "type2op" ] } ], "_readme": "https://github.com/marklhc/pinsearch/raw/HEAD/README.md", "_rundeps": [ "lavaan", "MASS", "mnormt", "numDeriv", "pbivnorm", "quadprog" ], "_vignettes": [ { "source": "pinsearch.rmd", "filename": "pinsearch.html", "title": "(P)artial (in)variance specification search", "author": "Mark Lai", "engine": "knitr::rmarkdown", "headings": [ "Workflow", "Example", "Effect Size", "Cross-Loadings", "Score Test", "Likelihood Ratio Test (LRT)", "Controlling for False Discovery Rate" ], "created": "2024-02-04 00:43:42", "modified": "2024-06-06 05:59:56", "commits": 5 }, { "source": "compare-cont-cat.Rmd", "filename": "compare-cont-cat.html", "title": "Comparing Effect Size for Continuous and Categorical Data", "engine": "knitr::rmarkdown", "headings": [], "created": "2024-02-04 01:10:17", "modified": "2026-08-19 12:48:15", "commits": 5 }, { "source": "dmacs-ci.rmd", "filename": "dmacs-ci.html", "title": "Confidence Intervals for dMACS", "author": "Mark Lai", "engine": "knitr::rmarkdown", "headings": [ "Effect Size for Noninvariance", "Confidence Intervals with Resampling", "Monte Carlo Methods", "Nonparametric Bootstrap" ], "created": "2024-10-07 18:33:35", "modified": "2025-01-27 04:43:03", "commits": 3 }, { "source": "group-syntax.Rmd", "filename": "group-syntax.html", "title": "Group-Specific Model Syntax", "author": "Mark Lai", "engine": "knitr::rmarkdown", "headings": [ "The syntax", "Example", "Related", "Keeping at least two invariant items", "Ordered items", "Not the per-group-value idiom", "References" ], "created": "2026-08-19 15:12:27", "modified": "2026-08-19 15:12:27", "commits": 1 }, { "source": "contrast.rmd", "filename": "contrast.html", "title": "Using Contrasts", "author": "Mark Lai", "engine": "knitr::rmarkdown", "headings": [ "Load Data", "Descriptive Statistics", "Specification search", "Configural invariance", "Effect Size" ], "created": "2024-05-10 21:45:32", "modified": "2024-05-11 04:09:54", "commits": 3 } ], "_score": 5.414973347970818, "_indexed": true, "_nocasepkg": "pinsearch", "_universes": [ "marklhc" ], "_previous": "0.1.6.1", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.6.2", "date": "2026-10-15T06:53:56.000Z", "distro": "resolute", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/6da84f46a4d7457bf1d3f853dd88d688533aea0a85ef7293900a0ab5379d2eb1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.6.1", "os": "linux", "version": "0.1.6.2", "date": "2026-10-15T06:53:48.000Z", "distro": "resolute", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/2c0bb2397784c424cf76b2481bbb2f4224fed734475481c16cd89cf89d6d588f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.5.3", "os": "mac", "version": "0.1.6.2", "date": "2026-10-15T07:29:16.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/63d726b831e38817cebe7bcb1d3e771588a9466c188e93507eaa24a8d822ebdb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.6.1", "os": "mac", "version": "0.1.6.2", "date": "2026-10-15T07:27:41.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/afc9aa6350649f2e710dc8bd2383b1b256123191b5dfe0a7a42662bc3fde3d56", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.6.2", "date": "2026-10-15T06:54:26.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/03cd8ecc39af17a4bcd8cd6e879ad2865f519a21db60d07d2ff58018e7ec9225", "status": "success", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.7.0", "os": "win", "version": "0.1.6.2", "date": "2026-10-15T06:52:52.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/b611650c3c9518f6eb88160520ceeeb4ddaeeb01f8378807ddcb1d4f65862b5c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.5.3", "os": "win", "version": "0.1.6.2", "date": "2026-10-15T06:52:36.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/2c00b4760a74955881074bf22fd6cc036e92b2ca6beff580a21a535401f7a5eb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" }, { "r": "4.6.1", "os": "win", "version": "0.1.6.2", "date": "2026-10-15T06:52:41.000Z", "commit": "5ba90c6bd87151d91868a410711156336ff4c82a", "fileid": "https://r2.ropensci.org/66412d59988f049b99c2ba18773507b8e55d66662bc1e42dfb967d5170be89aa", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/marklhc/actions/runs/38694168519" } ] }