{ "_id": "6ab50cc9c18b73ce90b4ed1e", "Package": "ecopower", "Type": "Package", "Title": "Power Estimates and Equivalence Testing for Multivariate Data", "Version": "0.2.0", "Authors@R": "c(\nperson(\"Ben\", \"Maslen\", role = \"aut\"),\nperson(\"Michelle\", \"Lim\", email = \"michelle.lim@unsw.edu.au\", role = c(\"aut\", \"cre\"))\n)", "Description": "Estimates power by simulation for multivariate abundance\ndata to be used for sample size estimates. Multivariate\nequivalence testing by simulation from a Gaussian copula model.\nThe package also provides functions for parameterising\nmultivariate effect sizes and simulating multivariate abundance\ndata jointly. The discrete Gaussian copula approach is\ndescribed in Popovic et al. (2018)\n.", "Encoding": "UTF-8", "LazyData": "true", "License": "LGPL (>= 2.1)", "RoxygenNote": "7.2.3", "VignetteBuilder": "knitr", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-24 11:39:09 UTC", "User": "root" }, "Author": "Ben Maslen [aut], Michelle Lim [aut, cre]", "Maintainer": "Michelle Lim ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2023-08-24 16:35:15 UTC", "RemoteUrl": "https://github.com/cran/ecopower", "RemoteRef": "HEAD", "RemoteSha": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "_user": "cran", "_type": "src", "_file": "ecopower_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/9667f9176c2bf742545d4f1b8f996116951a97c601eeb0ab2d4a9e5cf3997913", "_filesize": 2501166, "_sha256": "9667f9176c2bf742545d4f1b8f996116951a97c601eeb0ab2d4a9e5cf3997913", "_expires": "2027-01-02T11:43:03.000Z", "_created": "2026-09-24T11:39:09.000Z", "_published": "2026-09-24T11:43:05.237Z", "_jobs": [ { "job": 107615487793, "time": 186, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10805188174" }, { "job": 107615487897, "time": 169, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10805343672" }, { "job": 107614233582, "time": 237, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10804374889" }, { "job": 107615487710, "time": 135, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10805209561" }, { "job": 107615487846, "time": 105, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10805632016" }, { "job": 107615487803, "time": 98, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10805264238" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390", "_status": "success", "_upstream": "https://github.com/cran/ecopower", "_commit": { "id": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "author": "Michelle Lim ", "committer": "cran-robot ", "message": "version 0.2.0\n", "time": 1692894915 }, "_maintainer": { "name": "Michelle Lim", "email": "michelle.lim@unsw.edu.au" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "parallel", "role": "Imports" }, { "package": "mvabund", "role": "Imports" }, { "package": "ecoCopula", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "RColorBrewer", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 297, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/ecopower" }, "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/ecopower.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2021-09-06" }, { "version": "0.2.0", "date": "2023-08-24" } ], "_exports": [ "effect_alt", "effect_null", "equivtest", "extend", "powersim" ], "_datasets": [ { "name": "crayweed", "title": "Crayweed dataset", "object": "crayweed", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "fish", "title": "Fish dataset", "object": "fish", "class": [ "data.frame" ], "fields": [ "Abudefduf.sp", "Acanthurus.nigrofuscus", "Achoerodus.viridis", "Aplodactylus.lophodon", "Atypichthys.strigatus", "Baitfish", "Brachaluteres.jacksonianus", "Chaeotodon.auriga", "Cheilodactylus.fuscus", "Chromis.hypsilepis", "Girella.elevata", "Girella.tricuspidata", "Heterodontus.portusjacksoni", "Kyphosus.sydneyanus", "Latropiscis.purpurissatus", "Meuschenia.spp", "Microcanthus.strigatus", "Naso.unicornis", "Notolabrus.gymnogenis", "Olisthops.cyanomelas", "Opthalmolepis.lineolatus", "Pagrus.auratus", "Parma.microlepis", "Parma.unifasciata", "Parupeneus.signatus", "Pempheris.compressa", "Pictilabrius.laticlavius", "Prionurus.maculatus", "Prionurus.microlepidotus", "Scorpis.lineolatus", "Seriola.lalandi", "Seriola.sp", "Trachinops.taeniatus", "Unidentified.wrasse", "Site.Type", "Site.Name", "Viz", "Temp", "Depth" ], "rows": 9, "table": true, "tojson": true } ], "_help": [ { "page": "crayweed", "title": "Crayweed dataset", "topics": [ "crayweed" ] }, { "page": "effect_alt", "title": "Specify multivariate effect sizes", "topics": [ "effect_alt", "effect_alt.manyglm" ] }, { "page": "effect_null", "title": "Specify null effects for multivariate abundance data", "topics": [ "effect_null", "effect_null.manyglm" ] }, { "page": "equivtest", "title": "Multivariate equivalence testing", "topics": [ "equivtest", "equivtest.cord" ] }, { "page": "extend", "title": "Simulate or extend multivariate abundance data", "topics": [ "extend", "extend.cord" ] }, { "page": "fish", "title": "Fish dataset", "topics": [ "fish" ] }, { "page": "powersim", "title": "Provide power estimates for multivariate abundance models", "topics": [ "powersim", "powersim.cord" ] } ], "_readme": "https://github.com/cran/ecopower/raw/HEAD/README.md", "_rundeps": [ "betareg", "cli", "coda", "codetools", "cpp11", "doParallel", "ecoCopula", "flexmix", "foreach", "Formula", "glasso", "glm2", "glue", "igraph", "iterators", "lattice", "lifecycle", "lmtest", "magrittr", "MASS", "Matrix", "mgcv", "modeltools", "mvabund", "network", "nlme", "nnet", "numDeriv", "ordinal", "pillar", "pkgconfig", "plyr", "Rcpp", "RcppGSL", "rlang", "sandwich", "sna", "statmod", "statnet.common", "tibble", "tweedie", "ucminf", "utf8", "vctrs", "zoo" ], "_vignettes": [ { "source": "sample_size_analysis_example.Rmd", "filename": "sample_size_analysis_example.html", "title": "Sample size analysis example", "engine": "knitr::rmarkdown", "headings": [ "Crayweed restoration project", "Load packages:", "Read in data:", "Fit a model to the data:", "Specify effect of interest:", "Recode restored sites to reference:", "Undergo single power simulation:", "Produce a single power curve:", "Multiple effect size power curve:", "Sensitivity analysis:", "References" ], "created": "2023-08-24 16:35:15", "modified": "2023-08-24 16:35:15", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "ecopower", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-09-24T11:41:49.000Z", "distro": "resolute", "commit": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "fileid": "https://r2.ropensci.org/5845bc5c353326ac76b8499154f31949cf0d9b533d217343c6ff8ab8e1ac7254", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-09-24T11:41:36.000Z", "distro": "resolute", "commit": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "fileid": "https://r2.ropensci.org/a712a746e823cd2469894e45a77a31504d47902402c4fde841a6263cb2baec1f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-09-24T11:41:45.000Z", "commit": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "fileid": "https://r2.ropensci.org/ebe1df519ae05b05a1d7036f155402aeb6486276c9cc88ed1c7e36f8f2a7b70f", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-09-24T11:40:22.000Z", "commit": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "fileid": "https://r2.ropensci.org/415c5254dd4016d9e68054a5855cc8ab3323030cec52ac606bd7bad37165120a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-09-24T11:40:28.000Z", "commit": "4f29dc7d19506d09e6d18b01137f5d4045122bf4", "fileid": "https://r2.ropensci.org/64312da4cc809252de3258e46089970cd540baf4cf87be3ec10e929f1d32d5be", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/35993887390" } ] }