{ "_id": "6a4790428b9f0d9747cf1547", "Package": "prediction", "Type": "Package", "Title": "Tidy, Type-Safe 'prediction()' Methods", "Description": "A one-function package containing prediction(), a\ntype-safe alternative to predict() that always returns a data\nframe. The summary() method provides a data frame with average\npredictions, possibly over counterfactual versions of the data\n(à la the margins command in 'Stata'). Marginal effect\nestimation is provided by the related package, 'margins'\n. The package\ncurrently supports common model types (e.g., lm, glm) from the\n'stats' package, as well as numerous other model classes from\nother add-on packages. See the README file or main package\ndocumentation page for a complete listing.", "License": "MIT + file LICENSE", "Version": "0.3.18", "Authors@R": "c(person(\"Thomas J.\", \"Leeper\",\nrole = c(\"aut\"),\ncomment = c(ORCID = \"0000-0003-4097-6326\")),\nperson(\"Carl\", \"Ganz\", role = \"ctb\"),\nperson(\"Vincent\", \"Arel-Bundock\", role = \"ctb\",\ncomment = c(ORCID = \"0000-0003-2042-7063\")),\nperson(\"Ben\",\"Bolker\",email=\"bolker@mcmaster.ca\",\nrole=c(\"ctb\",\"cre\"),\ncomment=c(ORCID=\"0000-0002-2127-0443\"))\n)", "URL": "https://github.com/bbolker/prediction", "BugReports": "https://github.com/bbolker/prediction/issues", "ByteCompile": "true", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "Repository": "https://bbolker.r-universe.dev", "Date/Publication": "2024-12-13 00:19:33 UTC", "RemoteUrl": "https://github.com/bbolker/prediction", "RemoteRef": "HEAD", "RemoteSha": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-02 08:45:48 UTC", "User": "root" }, "Author": "Thomas J. Leeper [aut] (ORCID: ),\nCarl Ganz [ctb],\nVincent Arel-Bundock [ctb] (ORCID:\n),\nBen Bolker [ctb, cre] (ORCID: )", "Maintainer": "Ben Bolker ", "_user": "bbolker", "_type": "src", "_file": "prediction_0.3.18.tar.gz", "_fileid": "https://r2.ropensci.org/1aa2fcc8f5298b8a086f70929c6e08b193f65f6b1f6b1ac0ceb1050dc2a40f0e", "_filesize": 224654, "_sha256": "1aa2fcc8f5298b8a086f70929c6e08b193f65f6b1f6b1ac0ceb1050dc2a40f0e", "_expires": "2026-10-11T10:34:42.000Z", "_created": "2026-07-02T08:45:48.000Z", "_published": "2026-07-03T10:34:42.958Z", "_jobs": [ { "job": 84981722453, "time": 180, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "8033552796" }, { "job": 84981709326, "time": 172, "config": "linux-release-x86_64", "r": "4.6.1", "check": "ERROR", "artifact": "8033550129" }, { "job": 84981709332, "time": 135, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "ERROR", "artifact": "8033536595" }, { "job": 84981709293, "time": 112, "config": "macos-release-arm64", "r": "4.6.1", "check": "ERROR", "artifact": "8033527768" }, { "job": 84981727395, "time": 167, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8033484789" }, { "job": 84981728975, "time": 167, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8033548485" }, { "job": 84981725707, "time": 103, "config": "windows-devel", "r": "4.7.0", "check": "ERROR", "artifact": "8033524234" }, { "job": 84981709251, "time": 143, "config": "windows-oldrel", "r": "4.5.3", "check": "ERROR", "artifact": "8033540417" }, { "job": 84981734118, "time": 116, "config": "windows-release", "r": "4.6.1", "check": "ERROR", "artifact": "8033528968" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208", "_status": "success", "_upstream": "https://github.com/bbolker/prediction", "_commit": { "id": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "author": "Ben Bolker ", "committer": "Ben Bolker ", "message": "update GLM example\n", "time": 1734049173 }, "_maintainer": { "name": "Ben Bolker", "email": "bolker@mcmaster.ca", "login": "bbolker", "description": "", "uuid": 78918, "orcid": "0000-0002-2127-0443" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "utils", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "datasets", "role": "Suggests" }, { "package": "methods", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" }, { "package": "AER", "role": "Enhances" }, { "package": "aod", "role": "Enhances" }, { "package": "betareg", "role": "Enhances" }, { "package": "biglm", "role": "Enhances" }, { "package": "brglm", "role": "Enhances" }, { "package": "caret", "role": "Enhances" }, { "package": "crch", "role": "Enhances" }, { "package": "e1071", "role": "Enhances" }, { "package": "earth", "role": "Enhances" }, { "package": "ff", "role": "Enhances" }, { "package": "gam", "version": ">= 1.15", "role": "Enhances" }, { "package": "gee", "role": "Enhances" }, { "package": "glmnet", "role": "Enhances" }, { "package": "glmx", "role": "Enhances" }, { "package": "kernlab", "role": "Enhances" }, { "package": "lme4", "role": "Enhances" }, { "package": "MASS", "role": "Enhances" }, { "package": "mclogit", "role": "Enhances" }, { "package": "mda", "role": "Enhances" }, { "package": "mlogit", "role": "Enhances" }, { "package": "MNP", "role": "Enhances" }, { "package": "nlme", "role": "Enhances" }, { "package": "nnet", "role": "Enhances" }, { "package": "ordinal", "role": "Enhances" }, { "package": "plm", "role": "Enhances" }, { "package": "pscl", "role": "Enhances" }, { "package": "quantreg", "role": "Enhances" }, { "package": "rpart", "role": "Enhances" }, { "package": "sampleSelection", "role": "Enhances" }, { "package": "speedglm", "role": "Enhances" }, { "package": "survey", "version": ">= 3.31-5", "role": "Enhances" }, { "package": "survival", "role": "Enhances" }, { "package": "truncreg", "role": "Enhances" }, { "package": "VGAM", "role": "Enhances" } ], "_owner": "bbolker", "_selfowned": true, "_usedby": 8, "_updates": [], "_tags": [], "_stars": 1, "_contributors": [ { "user": "leeper", "count": 196, "uuid": 3505428 }, { "user": "bbolker", "count": 7, "uuid": 78918 }, { "user": "carlganz", "count": 3, "uuid": 11653794 } ], "_userbio": { "uuid": 78918, "type": "user", "name": "Ben Bolker", "followers": 917 }, "_downloads": { "count": 14862, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/prediction" }, "_mentions": 18, "_devurl": "https://github.com/bbolker/prediction", "_searchresults": 135, "_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/prediction.html", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/bbolker/prediction", "_realowner": "bbolker", "_cranurl": true, "_releases": [ { "version": "0.1.1", "date": "2016-10-30" }, { "version": "0.1.10", "date": "2017-03-01" }, { "version": "0.1.11", "date": "2017-03-22" }, { "version": "0.2.0", "date": "2017-04-19" }, { "version": "0.3.2", "date": "2018-04-12" }, { "version": "0.3.6", "date": "2018-05-22" }, { "version": "0.3.6.1", "date": "2018-12-04" }, { "version": "0.3.6.2", "date": "2019-01-31" }, { "version": "0.3.14", "date": "2019-06-17" }, { "version": "0.3.17", "date": "2024-04-24" }, { "version": "0.3.18", "date": "2024-06-11" } ], "_exports": [ "build_datalist", "find_data", "mean_or_mode", "median_or_mode", "prediction", "prediction_summary", "seq_range" ], "_datasets": [ { "name": "margex", "title": "Artificial data for margins, copied from Stata", "object": "margex", "file": "margex.rda", "class": [ "tbl_df", "tbl", "data.frame" ], "fields": [ "y", "outcome", "sex", "group", "age", "distance", "ycn", "yc", "treatment", "agegroup", "arm" ], "rows": 3000, "table": true, "tojson": true } ], "_help": [ { "page": "prediction", "title": "Extract Predictions from a Model Object", "topics": [ "prediction-package", "prediction", "prediction.ar", "prediction.Arima", "prediction.arima0", "prediction.betareg", "prediction.bigglm", "prediction.bigLm", "prediction.biglm", "prediction.bruto", "prediction.clm", "prediction.coxph", "prediction.crch", "prediction.default", "prediction.earth", "prediction.fda", "prediction.Gam", "prediction.gausspr", "prediction.gee", "prediction.glimML", "prediction.glimQL", "prediction.glm", "prediction.glmnet", "prediction.glmx", "prediction.gls", "prediction.hetglm", "prediction.hurdle", "prediction.hxlr", "prediction.ivreg", "prediction.knnreg", "prediction.kqr", "prediction.ksvm", "prediction.lda", "prediction.lm", "prediction.lme", "prediction.loess", "prediction.lqs", "prediction.mars", "prediction.mca", "prediction.mclogit", "prediction.merMod", "prediction.mlogit", "prediction.mnlogit", "prediction.mnp", "prediction.multinom", "prediction.naiveBayes", "prediction.nls", "prediction.nnet", "prediction.plm", "prediction.polr", "prediction.polyreg", "prediction.ppr", "prediction.princomp", "prediction.qda", "prediction.rlm", "prediction.rpart", "prediction.rq", "prediction.selection", "prediction.speedglm", "prediction.speedlm", "prediction.survreg", "prediction.svm", "prediction.svyglm", "prediction.train", "prediction.tree", "prediction.truncreg", "prediction.vgam", "prediction.vglm", "prediction.zeroinfl", "prediction_summary" ] }, { "page": "build_datalist", "title": "Build list of data.frames", "topics": [ "build_datalist" ] }, { "page": "find_data", "title": "Extract data from a model object", "topics": [ "find_data", "find_data.crch", "find_data.data.frame", "find_data.default", "find_data.glimML", "find_data.glimQL", "find_data.glm", "find_data.hxlr", "find_data.lm", "find_data.mca", "find_data.merMod", "find_data.svyglm", "find_data.train", "find_data.vgam", "find_data.vglm" ] }, { "page": "margex", "title": "Artificial data for margins, copied from Stata", "topics": [ "margex" ] }, { "page": "mean_or_mode", "title": "Class-dependent variable aggregation", "topics": [ "mean_or_mode", "mean_or_mode.data.frame", "mean_or_mode.default", "mean_or_mode.numeric", "median_or_mode", "median_or_mode.data.frame", "median_or_mode.default", "median_or_mode.numeric" ] }, { "page": "seq_range", "title": "Create a sequence over the range of a vector", "topics": [ "seq_range" ] } ], "_pkglogo": "https://github.com/bbolker/prediction/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/bbolker/prediction/raw/HEAD/README.md", "_rundeps": [ "data.table" ], "_score": 7.682622267176093, "_indexed": true, "_nocasepkg": "prediction", "_universes": [ "bbolker" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.3.18", "date": "2026-07-02T08:48:41.000Z", "distro": "resolute", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/b74f1724e4f439743b0a52205abef2f902c2463059a79b4c09d2300d11697c4a", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.6.1", "os": "linux", "version": "0.3.18", "date": "2026-07-02T08:48:35.000Z", "distro": "resolute", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/7a54d7003930daa965f3572b9ad019fabb4a1771f2f54be8fe9be1e41c3a00ef", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.5.3", "os": "mac", "version": "0.3.18", "date": "2026-07-02T08:47:57.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/bcfa0f34ef8c474c41ac9e56927900369832105132a88a31b24a7d37ae68436b", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.6.1", "os": "mac", "version": "0.3.18", "date": "2026-07-02T08:47:35.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/b04bb3124714d1a22a57556942bb568e7926036f03fa365943611bab266588f3", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.6.0", "os": "wasm", "version": "0.3.18", "date": "2026-07-02T08:48:57.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/12fcd0dc0fdfe1e943ebe4a4589067db19542217118fdb929e8049caabb7af63", "status": "success", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.7.0", "os": "win", "version": "0.3.18", "date": "2026-07-02T08:47:18.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/c8931c3093d326e54b77a8c24c9c39d0fa1d4ae16dff78c43334fd89426e2057", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.5.3", "os": "win", "version": "0.3.18", "date": "2026-07-02T08:48:00.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/1bd9b2a0b6298c6b786d954cbecb66b6e17318cab443d1e617afde93ed5b80f3", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" }, { "r": "4.6.1", "os": "win", "version": "0.3.18", "date": "2026-07-02T08:47:29.000Z", "commit": "4b7f86d3ab7a1f40f61ea830212b9e1675ef1544", "fileid": "https://r2.ropensci.org/c388412fb9a54ac1e2e22d796d992409d1369b5b2e9bb90576af816e9ca202df", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/bbolker/actions/runs/28577175208" } ] }