{ "_id": "6a47b02ce06c18f0a651b044", "Package": "powerPLS", "Type": "Package", "Title": "Power Analysis for PLS Classification", "Version": "0.2.0", "Authors@R": "c(person(given=\"Angela\", family=\"Andreella\", comment=c(\"Main author\", ORCID = \"0000-0002-1141-3041\"), email=\"angela.andreella@unive.it\", role=c(\"aut\", \"cre\")))", "Description": "It estimates power and sample size for Partial Least\nSquares-based methods described in Andreella, et al., (2024),\n.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "Language": "en-US", "BugReports": "https://github.com/angeella/powerPLS/issues", "URL": "https://github.com/angeella/powerPLS", "Config/pak/sysreqs": "libicu-dev", "Repository": "https://angeella.r-universe.dev", "Date/Publication": "2025-02-06 13:42:04 UTC", "RemoteUrl": "https://github.com/angeella/powerpls", "RemoteRef": "HEAD", "RemoteSha": "966ae2223825169499fd983539acc9a1b3579d07", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-03 12:46:56 UTC", "User": "root" }, "Author": "Angela Andreella [aut, cre] (Main author, ORCID:\n)", "Maintainer": "Angela Andreella ", "_user": "angeella", "_type": "src", "_file": "powerPLS_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/821b2ef73b86c9640d3a4cd1e2c0379b3d8c8d351c49bafbcea0e13777adb539", "_filesize": 245129, "_sha256": "821b2ef73b86c9640d3a4cd1e2c0379b3d8c8d351c49bafbcea0e13777adb539", "_expires": "2026-10-11T12:50:52.000Z", "_created": "2026-07-03T12:46:56.000Z", "_published": "2026-07-03T12:50:52.691Z", "_jobs": [ { "job": 85003055625, "time": 189, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8066928110" }, { "job": 85003055636, "time": 159, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8066916529" }, { "job": 85003055638, "time": 120, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8066902322" }, { "job": 85003055642, "time": 100, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8066895721" }, { "job": 85002509905, "time": 186, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8066858637" }, { "job": 85003055656, "time": 168, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8066920441" }, { "job": 85003055639, "time": 120, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8066902724" }, { "job": 85003055635, "time": 155, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8066915563" }, { "job": 85003055641, "time": 121, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8066903087" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319", "_status": "success", "_upstream": "https://github.com/angeella/powerpls", "_commit": { "id": "966ae2223825169499fd983539acc9a1b3579d07", "author": "angeella ", "committer": "angeella ", "message": "bug parallel\n", "time": 1738849324 }, "_maintainer": { "name": "Angela Andreella", "email": "angela.andreella@unive.it", "login": "angeella", "description": "Assistant Professor in Social Statistic at Ca' Foscari University of Venice\n\n", "uuid": 36375295, "orcid": "0000-0002-1141-3041" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "compositions", "role": "Imports" }, { "package": "FKSUM", "role": "Imports" }, { "package": "nipals", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "simukde", "role": "Imports" }, { "package": "ks", "role": "Imports" }, { "package": "mvtnorm", "role": "Imports" }, { "package": "pROC", "role": "Imports" }, { "package": "caret", "role": "Imports" } ], "_owner": "angeella", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "angeella", "count": 60, "uuid": 36375295 } ], "_userbio": { "uuid": 36375295, "type": "user", "name": "Angela Andreella", "followers": 30, "description": "Assistant Professor in Social Statistic at Ca' Foscari University of Venice\r\n\r\n" }, "_downloads": { "count": 259, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/powerPLS" }, "_devurl": "https://github.com/angeella/powerpls", "_searchresults": 2, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/powerPLS.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/angeella/powerpls", "_realowner": "angeella", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2024-03-21" }, { "version": "0.2.0", "date": "2024-09-30" }, { "version": "0.2.1", "date": "2025-03-06" } ], "_exports": [ "AUCTest", "computePower", "computeSampleSize", "computeWT", "dQ2Test", "F1Test", "FMTest", "IDA", "mccTest", "PLSc", "ptPLSc", "R2Test", "repeatedCV_test", "scoreTest", "sensitivityTest", "sim_XY", "simulatePilotData", "specificityTest" ], "_datasets": [ { "name": "aqueous_humour", "title": "Aqueous Humour data", "object": "aqueous_humour", "class": [ "data.frame" ], "fields": [ "ID", "group", "R1", "R2", "R3", "R4", "R5", "R6", "R7", "R8", "R9", "R10", "R11", "R12", "R13", "R14", "R15", "R16", "R17", "R18", "R19", "R20", "R21", "R22", "R23", "R24", "R25", "R26", "R27", "R28", "R29", "R30", "R31", "R32", "R33", "R34", "R35", "R36", "R37", "R38", "R39", "R40", "R41", "R42", "R43" ], "rows": 59, "table": true, "tojson": true }, { "name": "wheezing", "title": "Wheezing data", "object": "wheezing", "class": [ "data.frame" ], "fields": [ "ID", "class", "R9", "R17", "R27", "R28", "R33", "R53", "R62", "R84", "R87", "R95", "R131", "R163", "R169", "R176", "R181", "R184", "R200", "R216", "R257", "R286", "R289", "R326", "R328", "R329", "R330", "R409", "R412", "R431", "R446", "R510", "R512", "R527", "R532", "R550", "R555", "R566", "R579", "R588", "R589", "R610", "R626", "R653", "R675", "R693", "R700", "R701", "R721", "R728", "R756", "R769", "R786", "R797", "R813", "R821", "R829", "R845", "R847", "R851", "R861", "R866", "R879", "R881", "R901", "R931", "R938", "R950", "R965", "R970", "R975", "R981", "R985", "R991", "R993", "R997", "R999", "R1032", "R1041", "R1055", "R1059", "R1084", "R1095", "R1097", "R1101", "R1112", "R1134", "R1144", "R1151", "R1152", "R1155", "R1157", "R1169", "R1175", "R1191", "R1193", "R1199", "R1205", "R1215", "R1216", "R1228", "R1233", "R1246", "R1250", "R1256", "R1265", "R1271", "R1284", "R1289", "R1295", "R1296", "R1299", "R1315", "R1317", "R1330", "R1340", "R1372", "R1377", "R1380", "R1395", "R1409", "R1436", "R1455", "R1456", "R1458", "R1477", "R1479", "R1480", "R1483", "R1485", "R1486", "R1496", "R1500", "R1504", "R1509", "R1516", "R1553", "R1559", "R1570", "R1576", "R1581", "R1586", "R1600", "R1607", "R1608", "R1611", "R1613", "R1618", "R1619", "R1625", "R1633", "R1643", "R1681", "R1688", "R1695", "R1703", "R1710", "R1712", "R1717", "R1736", "R1738", "R1739", "R1753", "R1765", "R1774", "R1776", "R1778", "R1785", "R1786", "R1790", "R1812", "R1816", "R1823", "R1845", "R1856", "R1857" ], "rows": 32, "table": true, "tojson": true } ], "_help": [ { "page": "aqueous_humour", "title": "Aqueous Humour data", "topics": [ "aqueous_humour" ] }, { "page": "AUCTest", "title": "AUC test", "topics": [ "AUCTest" ] }, { "page": "computePower", "title": "Power estimation", "topics": [ "computePower" ] }, { "page": "computeSampleSize", "title": "Sample size estimation", "topics": [ "computeSampleSize" ] }, { "page": "dQ2Test", "title": "dQ2 test", "topics": [ "dQ2Test" ] }, { "page": "F1Test", "title": "F1 test", "topics": [ "F1Test" ] }, { "page": "FMTest", "title": "FM test", "topics": [ "FMTest" ] }, { "page": "mccTest", "title": "MCC test", "topics": [ "mccTest" ] }, { "page": "PLSc", "title": "PLS classification", "topics": [ "PLSc" ] }, { "page": "R2Test", "title": "R2 test", "topics": [ "R2Test" ] }, { "page": "repeatedCV_test", "title": "Repeated k-Fold Cross-Validation with Custom Test Metrics", "topics": [ "repeatedCV_test" ] }, { "page": "scoreTest", "title": "Score test", "topics": [ "scoreTest" ] }, { "page": "sensitivityTest", "title": "sensitivity test", "topics": [ "sensitivityTest" ] }, { "page": "sim_XY", "title": "Simulate pilot data", "topics": [ "sim_XY" ] }, { "page": "simulatePilotData", "title": "Simulate pilot data", "topics": [ "simulatePilotData" ] }, { "page": "specificityTest", "title": "specificity test", "topics": [ "specificityTest" ] }, { "page": "wheezing", "title": "Wheezing data", "topics": [ "wheezing" ] } ], "_readme": "https://github.com/angeella/powerpls/raw/HEAD/README.md", "_rundeps": [ "bayesm", "caret", "class", "cli", "clock", "codetools", "compositions", "cpp11", "data.table", "DEoptimR", "diagram", "digest", "dplyr", "e1071", "farver", "FKSUM", "FNN", "foreach", "future", "future.apply", "generics", "ggplot2", "globals", "glue", "gower", "gtable", "hardhat", "ipred", "isoband", "iterators", "kernlab", "KernSmooth", "ks", "labeling", "lattice", "lava", "lifecycle", "listenv", "lubridate", "magrittr", "MASS", "Matrix", "mclust", "mgcv", "ModelMetrics", "multicool", "mvtnorm", "nipals", "nlme", "nnet", "numDeriv", "parallelly", "pillar", "pkgconfig", "plyr", "pracma", "pROC", "prodlim", "progressr", "proxy", "purrr", "R6", "rARPACK", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppEigen", "recipes", "reshape2", "rlang", "robustbase", "rpart", "RSpectra", "S7", "scales", "shape", "simukde", "sparsevctrs", "SQUAREM", "stringi", "stringr", "survival", "tensorA", "tibble", "tidyr", "tidyselect", "timechange", "timeDate", "tzdb", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "powerpls", "_universes": [ "angeella" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-07-03T12:49:34.000Z", "distro": "resolute", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/4cf7b78ef7e758503e47e61be9c2fffda0fc2de9d11601ab330907f86d1e155b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-07-03T12:49:12.000Z", "distro": "resolute", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/7cc5eeaeb3876dbb579e5dfe2b6de7b16f661424c3c320407b11150d35e107e2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.5.3", "os": "mac", "version": "0.2.0", "date": "2026-07-03T12:48:46.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/d02c8fe3c4656e0b0dbb237cc008e3705b743832461da3be6cb8e357b692dda2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.6.1", "os": "mac", "version": "0.2.0", "date": "2026-07-03T12:48:29.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/e732b8caf0f12efd4dd6943486a1deff50ea5b150953256c7ef4cd480fe0e87e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-07-03T12:50:07.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/9bf00162f8c916ffd61d51b0e8313e4bbd44fcd2fb1440b9630345f3788066f3", "status": "success", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-07-03T12:48:18.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/49cc383d5cf07d3d4db948c3668d279d35cf1fefac1bf761b6247cfa28c7a050", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.5.3", "os": "win", "version": "0.2.0", "date": "2026-07-03T12:48:48.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/dd16d2d38f163c4983a4fe8ff172bf5db75f114a71e99ee118118bc90e358a69", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-07-03T12:48:22.000Z", "commit": "966ae2223825169499fd983539acc9a1b3579d07", "fileid": "https://r2.ropensci.org/60d6d1ddd82eb640f489a7cc1171bfefb240853c371f64a94d366b6f51dfd7f2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/angeella/actions/runs/28661348319" } ] }