{ "_id": "6a13f642acfb0bcc41d332fd", "Package": "Rnest", "Type": "Package", "Title": "Next Eigenvalue Sufficiency Test", "Version": "1.4", "Authors@R": "c(person(given = \"P.-O.\",\nfamily = \"Caron\",\nrole = c(\"aut\",\"cre\",\"cph\"),\nemail = \"pocaron19@gmail.com\",\ncomment = c(ORCID = \"0000-0001-6346-5583\")))", "Description": "Determine the number of dimensions to retain in\nexploratory factor analysis. The main function, nest(), returns\nthe solution and the plot(nest()) returns a plot.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://quantmeth.r-universe.dev", "Date/Publication": "2026-03-26 14:16:34 UTC", "RemoteUrl": "https://github.com/quantmeth/rnest", "RemoteRef": "HEAD", "RemoteSha": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-25 07:08:57 UTC", "User": "root" }, "Author": "P.-O. Caron [aut, cre, cph] (ORCID:\n)", "Maintainer": "P.-O. Caron ", "MD5sum": "909394dc0a0c2e030649ade4d167a01c", "_user": "quantmeth", "_type": "src", "_file": "Rnest_1.4.tar.gz", "_fileid": "13be3713db1a1c25c68eaf468c65c33bd68b74c50c3c2e6a79b3b4b09e749e28", "_filesize": 417974, "_sha256": "13be3713db1a1c25c68eaf468c65c33bd68b74c50c3c2e6a79b3b4b09e749e28", "_created": "2026-05-25T07:08:57.000Z", "_published": "2026-05-25T07:12:02.235Z", "_distro": "noble", "_jobs": [ { "job": 77671418288, "time": 139, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7193433132" }, { "job": 77671418183, "time": 128, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7193430669" }, { "job": 77671418163, "time": 154, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7193428980" }, { "job": 77671418305, "time": 147, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7193429460" }, { "job": 77671117644, "time": 164, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7193400603" }, { "job": 77671418176, "time": 104, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7193425385" }, { "job": 77671418191, "time": 135, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7193431911" }, { "job": 77671418188, "time": 114, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7193427293" }, { "job": 77671418181, "time": 85, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7193421084" } ], "_buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/quantmeth/rnest", "_commit": { "id": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "author": "P.-.O Caron <41082179+quantmeth@users.noreply.github.com>", "committer": "P.-.O Caron <41082179+quantmeth@users.noreply.github.com>", "message": "Minor revision (fareg, nest, TF19).\n\nMerge branch 'main' of https://github.com/quantmeth/Rnest\n\n# Conflicts:\n#\tR/nest.R\n", "time": 1774534594 }, "_maintainer": { "name": "P.-O. Caron", "email": "pocaron19@gmail.com", "login": "quantmeth", "description": "", "uuid": 41082179, "orcid": "0000-0001-6346-5583" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "crayon", "version": ">= 1.4.0", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.3.0", "role": "Imports" }, { "package": "scales", "version": ">= 1.0.0", "role": "Imports" }, { "package": "EFA.MRFA", "version": ">= 1.1.2", "role": "Imports" }, { "package": "MASS", "version": ">= 7.3-55", "role": "Imports" }, { "package": "lavaan", "version": ">= 0.6", "role": "Imports" }, { "package": "mvtnorm", "version": ">= 1.1", "role": "Imports" }, { "package": "cli", "version": ">= 3.6.4", "role": "Imports" } ], "_owner": "quantmeth", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-25", "n": 1 }, { "week": "2025-49", "n": 1 }, { "week": "2026-13", "n": 1 } ], "_tags": [], "_topics": [ "exploratory-data-analysis", "factor-analysis" ], "_stars": 2, "_contributors": [ { "user": "quantmeth", "count": 65, "uuid": 41082179 } ], "_userbio": { "uuid": 41082179, "type": "user", "name": "P.-O. Caron" }, "_downloads": { "count": 215, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Rnest" }, "_devurl": "https://github.com/quantmeth/rnest", "_searchresults": 15, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "extra/Rnest.html", "manual.pdf" ], "_homeurl": "https://github.com/quantmeth/rnest", "_realowner": "quantmeth", "_cranurl": true, "_releases": [ { "version": "0.0.0.1", "date": "2024-05-21" }, { "version": "0.0.0.2", "date": "2024-11-07" }, { "version": "1.0", "date": "2025-01-24" }, { "version": "1.1", "date": "2025-05-08" }, { "version": "1.2", "date": "2025-06-19" }, { "version": "1.3", "date": "2025-12-11" } ], "_exports": [ "BartlettSphericity", "cor_nest", "corFIML", "cov_nest", "covFIML", "ekc", "EKC", "fareg", "genr8", "Ledermann", "loadings", "MAP", "nest", "pa", "PA", "remove_unique", "shem", "unique_variable" ], "_datasets": [ { "name": "achim", "title": "A list of seven correlation matrices.", "object": "achim", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "achim24", "title": "A correlation matrix composed of six factors.", "object": "achim24", "class": [ "matrix", "array" ], "fields": [ "I1", "I2", "I3", "I4", "I5", "I6", "I7", "I8", "I9", "I10", "I11", "I12", "I13", "I14", "I15", "I16", "I17", "I18" ], "rows": 18, "table": true, "tojson": true }, { "name": "briggs_maccallum2003", "title": "A list of three correlation matrices.", "object": "briggs_maccallum2003", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "caron2016", "title": "A list of six correlation matrices composed of nine variables with three factors and different levels of correlations between factors.", "object": "caron2016", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "caron2019", "title": "A list of 15 correlation matrices composed of nine variables with three factors and different levels of correlations between factors.", "object": "caron2019", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "cormat", "title": "A list containing 120 correlation matrices.", "object": "cormat", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "cormat.l", "title": "A list containing 120 lists of correlation matrices and their underlying characteristics.", "object": "cormat.l", "class": [ "list" ], "fields": [], "table": true, "tojson": true }, { "name": "ex_2factors", "title": "A correlation matrix composed of 2 factors.", "object": "ex_2factors", "class": [ "matrix", "array" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6", "i7", "i8", "i9", "i10" ], "rows": 10, "table": true, "tojson": true }, { "name": "ex_3factors_doub_unique", "title": "A correlation matrix composed of two factors, a doublet factor and a unique variable.", "object": "ex_3factors_doub_unique", "class": [ "matrix", "array" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6", "i7", "i8", "i9", "i10" ], "rows": 10, "table": true, "tojson": true }, { "name": "ex_4factors_corr", "title": "A correlation matrix composed of 4 correlated factors.", "object": "ex_4factors_corr", "class": [ "matrix", "array" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6", "i7", "i8", "i9", "i10", "i11", "i12" ], "rows": 12, "table": true, "tojson": true }, { "name": "ex_mqr", "title": "A correlation matrix from chapter 19 Explorer of Méthodes quantitatives avec R (MQR).", "object": "ex_mqr", "class": [ "matrix", "array" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6" ], "rows": 6, "table": true, "tojson": true }, { "name": "meek_bouchard", "title": "A correlation matrix from Meek-Bouchard.", "object": "meek-bouchard", "class": [ "data.frame" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6", "i7", "i8", "i9", "i10", "i11", "i12", "i13", "i14", "i15", "i16", "i17", "i18", "i19", "i20", "i21", "i22", "i23", "i24", "i25", "i26", "i27", "i28", "i29", "i30", "i31", "i32", "i33", "i34", "i35", "i36", "i37", "i38", "i39", "i40", "i41", "i42", "i43", "i44" ], "rows": 44, "table": true, "tojson": true }, { "name": "tabachnick_fidell2019", "title": "A covariance matrix composed of 11 variables.", "object": "tabachnick_fidell2019", "class": [ "matrix", "array" ], "fields": [ "INFO", "COMP", "ARITH", "SIMIL", "VOCAB", "DIGIT", "PICTCOMP", "PARANG", "BLOCK", "OBJECT", "CODING" ], "rows": 11, "table": true, "tojson": true }, { "name": "TEST1", "title": "A problematic correlation matrix from Paquin.", "object": "TEST1", "class": [ "data.frame" ], "fields": [ "i1", "i2", "i3", "i4", "i5", "i6", "i7", "i8", "i9", "i10", "i11", "i12", "i13", "i14", "i15", "i16", "i17", "i18", "i19", "i20", "i21", "i22", "i23", "i24", "i25", "i26", "i27", "i28", "i29", "i30", "i31", "i32", "i33", "i34", "i35", "i36", "i37", "i38", "i39", "i40", "i41", "i42", "i43", "i44", "i45", "i46", "i47", "i48", "i49", "i50", "i51", "i52", "i53", "i54", "i55", "i56", "i57", "i58", "i59", "i60", "i61", "i62", "i63", "i64", "i65", "i66", "i67", "i68", "i69", "i70", "i71", "i72" ], "rows": 72, "table": true, "tojson": true } ], "_help": [ { "page": "achim", "title": "A list of seven correlation matrices.", "topics": [ "achim" ] }, { "page": "achim24", "title": "A correlation matrix composed of six factors.", "topics": [ "achim24" ] }, { "page": "BartlettSphericity", "title": "Bartlett Sphericity Test", "topics": [ "BartlettSphericity" ] }, { "page": "briggs_maccallum2003", "title": "A list of three correlation matrices.", "topics": [ "briggs_maccallum2003" ] }, { "page": "caron2016", "title": "A list of six correlation matrices composed of nine variables with three factors and different levels of correlations between factors.", "topics": [ "caron2016" ] }, { "page": "caron2019", "title": "A list of 15 correlation matrices composed of nine variables with three factors and different levels of correlations between factors.", "topics": [ "caron2019" ] }, { "page": "cormat", "title": "A list containing 120 correlation matrices.", "topics": [ "cormat" ] }, { "page": "cormat.l", "title": "A list containing 120 lists of correlation matrices and their underlying characteristics.", "topics": [ "cormat.l" ] }, { "page": "cov_nest", "title": "Compute covariance or correlation matrix with treatments for clusters and missing values", "topics": [ "cor_nest", "cov_nest" ] }, { "page": "covFIML", "title": "Full Information Maximum Likelihood (FIML) correlation or covariance matrix", "topics": [ "corFIML", "covFIML" ] }, { "page": "EKC", "title": "Empirical Kaiser Criterion (EKC)", "topics": [ "EKC", "ekc" ] }, { "page": "ex_2factors", "title": "A correlation matrix composed of 2 factors.", "topics": [ "ex_2factors" ] }, { "page": "ex_3factors_doub_unique", "title": "A correlation matrix composed of two factors, a doublet factor and a unique variable.", "topics": [ "ex_3factors_doub_unique" ] }, { "page": "ex_4factors_corr", "title": "A correlation matrix composed of 4 correlated factors.", "topics": [ "ex_4factors_corr" ] }, { "page": "ex_mqr", "title": "A correlation matrix from chapter 19 Explorer of Méthodes quantitatives avec R (MQR).", "topics": [ "ex_mqr" ] }, { "page": "fareg", "title": "Regularized Factor Analysis", "concept": [ "Factor Analysis Routines" ], "topics": [ "fareg" ] }, { "page": "genr8", "title": "Simplify the the generation from a multivariate normal distributions.", "topics": [ "genr8" ] }, { "page": "Ledermann", "title": "Ledermann bound.", "topics": [ "Ledermann" ] }, { "page": "loadings", "title": "Print Loadings in NEST", "topics": [ "loadings" ] }, { "page": "MAP", "title": "Minimum average partial correlation (MAP)", "topics": [ "MAP", "map" ] }, { "page": "meek_bouchard", "title": "A correlation matrix from Meek-Bouchard.", "topics": [ "meek_bouchard" ] }, { "page": "nest", "title": "Next Eigenvalue Sufficiency Test (NEST)", "topics": [ "NEST", "nest" ] }, { "page": "pa", "title": "Parallel analysis", "topics": [ "PA", "pa" ] }, { "page": "plot.nest", "title": "Plot results of Next Eigenvalues Sufficiency Test (NEST)", "topics": [ "plot.nest" ] }, { "page": "print.nest", "title": "Print results of NEST", "topics": [ "print.nest" ] }, { "page": "remove_unique", "title": "Remove unique variables", "topics": [ "remove_unique" ] }, { "page": "shem", "title": "Split-Half Eigenvector Matching (SHEM)", "topics": [ "shem" ] }, { "page": "summary.nest", "title": "Summary results of NEST", "topics": [ "summary.nest" ] }, { "page": "tabachnick_fidell2019", "title": "A covariance matrix composed of 11 variables.", "topics": [ "tabachnick_fidell2019" ] }, { "page": "TEST1", "title": "A problematic correlation matrix from Paquin.", "topics": [ "TEST1" ] }, { "page": "unique_variable", "title": "Probability of unique variables", "topics": [ "unique_variable" ] } ], "_readme": "https://github.com/quantmeth/rnest/raw/HEAD/README.md", "_rundeps": [ "cli", "cpp11", "crayon", "EFA.MRFA", "farver", "ggplot2", "glue", "GPArotation", "gtable", "isoband", "labeling", "lattice", "lavaan", "lifecycle", "magrittr", "MASS", "Matrix", "mnormt", "mvtnorm", "nlme", "numDeriv", "pbivnorm", "PCovR", "plyr", "psych", "quadprog", "R6", "RColorBrewer", "Rcpp", "reshape2", "rlang", "S7", "scales", "stringi", "stringr", "ThreeWay", "vctrs", "viridisLite", "withr" ], "_score": 3.653212513775344, "_indexed": true, "_nocasepkg": "rnest", "_universes": [ "quantmeth" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.4", "date": "2026-05-25T07:11:01.000Z", "distro": "noble", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "e3cf6c74adc05652990dd5bd07127017fd2613196f7fd89b62d8620612d6f18d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.6.0", "os": "linux", "version": "1.4", "date": "2026-05-25T07:10:54.000Z", "distro": "noble", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "e31c0273ec10c4445f5128653a274005b7c003453bf584a6858af66872e11a93", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.5.3", "os": "mac", "version": "1.4", "date": "2026-05-25T07:10:56.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "26b9a08645d1216baa05722c574eb2fc040a779d84ecbfe38c6a2028949f73a9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.6.0", "os": "mac", "version": "1.4", "date": "2026-05-25T07:10:55.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "63970b2e14406fc000a38559efd33c71c01d175bdad6ec0d920f079bce44b01d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.6.0", "os": "wasm", "version": "1.4", "date": "2026-05-25T07:10:58.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "16a7b675654920ef97920d3fe1004f5cccb28f16c9130a1e0614eb2cfba634a5", "status": "success", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.7.0", "os": "win", "version": "1.4", "date": "2026-05-25T07:10:47.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "7fe8e0eb837771de3be0838059cd7ef2e8f1664dce29bc53f55d6b7db8bc0683", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.5.3", "os": "win", "version": "1.4", "date": "2026-05-25T07:10:21.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "843cf84e83ab3ac31ba1cb69a460ee434db70ae5146a3394ad63268342bfd797", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" }, { "r": "4.6.0", "os": "win", "version": "1.4", "date": "2026-05-25T07:10:05.000Z", "commit": "e6bd641bdf185ac9c1ac6042e4fa3da6ca6c6b5c", "fileid": "cce474eb31c7f21557e78372fbe96e7a67baa5b65f61f64c4664a2175ee71e71", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/quantmeth/actions/runs/26388094387" } ] }