{ "_id": "6a168bc8acfb0bcc41d76b24", "Package": "lmerPerm", "Type": "Package", "Title": "Perform Permutation Test on General Linear and Mixed Linear\nRegression", "Version": "0.1.9", "Authors@R": "person(given = 'Wentao',family = 'Zeng',role = c('aut','cre','cph'),email = 'wentaozeng@aliyun.com')", "Description": "We provide a solution for performing permutation tests on\nlinear and mixed linear regression models. It allows users to\nobtain accurate p-values without making distributional\nassumptions about the data. By generating a null distribution\nof the test statistics through repeated permutations of the\nresponse variable, permutation tests provide a powerful\nalternative to traditional parameter tests (Holt et al. (2023)\n). In this early version, we\nfocus on the permutation tests over observed t values of beta\ncoefficients, i.e.original t values generated by parameter\ntests. After generating a null distribution of the test\nstatistic through repeated permutations of the response\nvariable, each observed t values would be compared to the null\ndistribution to generate a p-value. To improve the efficiency,a\nstop criterion (Anscombe (1953)\n) is adopted to force\npermutation to stop if the estimated standard deviation of the\nvalue falls below a fraction of the estimated p-value. By doing\nso, we avoid the need for massive calculations in exact\npermutation methods while still generating stable and accurate\np-values.", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.2.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-27 06:11:39 UTC", "User": "root" }, "Author": "Wentao Zeng [aut, cre, cph]", "Maintainer": "Wentao Zeng ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-04-18 13:10:06 UTC", "RemoteUrl": "https://github.com/cran/lmerPerm", "RemoteRef": "HEAD", "RemoteSha": "7cb2b9e6ecd10bac78efe8962daf3a53d6922407", "MD5sum": "ee077e16d1575cd29b48a33484bdefb8", "_user": "cran", "_type": "src", "_file": "lmerPerm_0.1.9.tar.gz", "_fileid": "f34a24d7547c6a8412b3e55e2dc4cfbbfe56b698a09924b6cf5825e3e367637d", "_filesize": 81141, "_sha256": "f34a24d7547c6a8412b3e55e2dc4cfbbfe56b698a09924b6cf5825e3e367637d", "_created": "2026-05-27T06:11:39.000Z", "_published": "2026-05-27T06:14:32.790Z", "_distro": "noble", "_jobs": [ { "job": 78018322313, "time": 135, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7233198887" }, { "job": 78018322322, "time": 130, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7233197692" }, { "job": 78018008844, "time": 159, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7233167278" }, { "job": 78018322341, "time": 105, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7233192179" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26494069362", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/lmerPerm", "_commit": { "id": "7cb2b9e6ecd10bac78efe8962daf3a53d6922407", "author": "Wentao Zeng ", "committer": "cran-robot ", "message": "version 0.1.9\n", "time": 1681823406 }, "_maintainer": { "name": "Wentao Zeng", "email": "wentaozeng@aliyun.com" }, "_registered": true, "_dependencies": [ { "package": "lmerTest", "role": "Imports" }, { "package": "stats", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 167, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/lmerPerm" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/lmerPerm.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.9", "date": "2023-04-18" } ], "_exports": [ "lmerp", "permute_fun", "s1", "s2" ], "_help": [ { "page": "lmerp", "title": "This function is used for permutation test for general and mixed linear regression", "topics": [ "lmerp" ] }, { "page": "permute_fun", "title": "This function defines the permutation strategry", "topics": [ "permute_fun" ] }, { "page": "s1", "title": "Return t values of general linear model", "topics": [ "s1" ] }, { "page": "s2", "title": "Estimate t values of mixed linear model", "topics": [ "s2" ] } ], "_rundeps": [ "boot", "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "lme4", "lmerTest", "MASS", "Matrix", "minqa", "nlme", "nloptr", "numDeriv", "R6", "rbibutils", "RColorBrewer", "Rcpp", "RcppEigen", "Rdpack", "reformulas", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_score": 1, "_indexed": true, "_nocasepkg": "lmerperm", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.9", "date": "2026-05-27T06:13:35.000Z", "distro": "noble", "commit": "7cb2b9e6ecd10bac78efe8962daf3a53d6922407", "fileid": "4d2401f034d5bc67355376921c65479059797299dc42074227e8f2ca4003d0fe", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26494069362" }, { "r": "4.6.0", "os": "linux", "version": "0.1.9", "date": "2026-05-27T06:13:29.000Z", "distro": "noble", "commit": "7cb2b9e6ecd10bac78efe8962daf3a53d6922407", "fileid": "94c48589922b8db1b1e95de618c0278fb3af5b653be7f15f8779917baeeba9af", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26494069362" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.9", "date": "2026-05-27T06:13:44.000Z", "commit": "7cb2b9e6ecd10bac78efe8962daf3a53d6922407", "fileid": "5891315f1413595c61c3752f12f09024fcbea3322b2145f15d232fe64bdab938", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26494069362" } ] }