{ "_id": "6a1f0626b401979e7341bb31", "Package": "MPTmultiverse", "Title": "Multiverse Analysis of Multinomial Processing Tree Models", "Version": "0.4-3", "Description": "Statistical or cognitive modeling usually requires a\nnumber of more or less arbitrary choices creating one specific\npath through a 'garden of forking paths'. The multiverse\napproach (Steegen, Tuerlinckx, Gelman, & Vanpaemel, 2016,\n) offers a principled alternative\nin which results for all possible combinations of reasonable\nmodeling choices are reported. MPTmultiverse performs a\nmultiverse analysis for multinomial processing tree (MPT,\nRiefer & Batchelder, 1988, )\nmodels combining maximum-likelihood/frequentist and Bayesian\nestimation approaches with different levels of pooling (i.e.,\ndata aggregation) as described in Singmann et al. (2024,\n). For the frequentist approaches, no\npooling (with and without parametric or nonparametric\nbootstrap) and complete pooling are implemented using MPTinR\n. For the Bayesian\napproaches, no pooling, complete pooling, and three different\nvariants of partial pooling are implemented using TreeBUGS\n. The main\nfunction is fit_mpt() which performs the multiverse analysis in\none call.", "Authors@R": "c(\nperson(\"Henrik\", \"Singmann\", role = c(\"aut\", \"cre\"),\nemail=\"singmann@gmail.com\", comment=c(ORCID=\"0000-0002-4842-3657\"))\n, person(c(\"Daniel\", \"W.\"), \"Heck\", email = \"heck@uni-mannheim.de\", role = c(\"aut\"))\n, person(\"Marius\", \"Barth\", email = \"marius.barth@uni-koeln.de\", role = c(\"aut\"),\ncomment = c(ORCID = \"0000-0002-3421-6665\"))\n, person(\"Frederik\", \"Aust\", email = \"frederik.aust@uni-koeln.de\", role = c(\"ctb\"),\ncomment = c(ORCID = \"0000-0003-4900-788X\"))\n)", "URL": "https://github.com/mpt-network/MPTmultiverse", "BugReports": "https://github.com/mpt-network/MPTmultiverse/issues", "VignetteBuilder": "knitr", "RoxygenNote": "7.3.3", "Encoding": "UTF-8", "License": "GPL-2", "Config/pak/sysreqs": "jags libicu-dev pari-gp libx11-dev", "Repository": "https://mpt-network.r-universe.dev", "Date/Publication": "2026-02-15 18:25:44 UTC", "RemoteUrl": "https://github.com/mpt-network/mptmultiverse", "RemoteRef": "HEAD", "RemoteSha": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-18 07:08:43 UTC", "User": "root" }, "Author": "Henrik Singmann [aut, cre] (ORCID:\n),\nDaniel W. Heck [aut],\nMarius Barth [aut] (ORCID: ),\nFrederik Aust [ctb] (ORCID: )", "Maintainer": "Henrik Singmann ", "MD5sum": "11800746c225e55c58485f5cf0114264", "_user": "mpt-network", "_type": "src", "_file": "MPTmultiverse_0.4-3.tar.gz", "_fileid": "840f73eadacf1d0015236a0e76d0d60d7ff9de3d59d25a0caada6c3207c28228", "_filesize": 1367669, "_sha256": "840f73eadacf1d0015236a0e76d0d60d7ff9de3d59d25a0caada6c3207c28228", "_created": "2026-05-18T07:08:43.000Z", "_published": "2026-06-02T16:34:46.920Z", "_distro": "noble", "_jobs": [ { "job": 79121682148, "time": 191, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "ERROR", "artifact": "7051538718" }, { "job": 79121682188, "time": 182, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7051535901" }, { "job": 79121682462, "time": 196, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7051589016" }, { "job": 79121682112, "time": 166, "config": "macos-release-arm64", "r": "4.6.0", "check": 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1771179944 }, "_maintainer": { "name": "Henrik Singmann", "email": "singmann@gmail.com", "login": "singmann", "bluesky": "@singmann.bsky.social", "orcid": "0000-0002-4842-3657", "description": "Associate professor in experimental psychology with strong interest in computational and statistical stuff.", "uuid": 1902102 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "parallel", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "tidyr", "role": "Imports" }, { "package": "dplyr", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "reshape2", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "MPTinR", "role": "Imports" }, { "package": "TreeBUGS", "version": ">= 1.4.4", "role": "Imports" }, { "package": "runjags", "role": "Imports" }, { "package": "coda", "role": "Imports" }, { "package": "purrr", "role": "Imports" }, { "package": "readr", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "mpt-network", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 5 }, { "week": "2026-07", "n": 1 } ], "_tags": [], "_stars": 3, "_contributors": [ { "user": "mariusbarth", "count": 106, "uuid": 9460245 }, { "user": "singmann", "count": 86, "uuid": 1902102 }, { "user": "danheck", "count": 30, "uuid": 9395768 }, { "user": "crsh", "count": 2, "uuid": 2195485 } ], "_userbio": { "uuid": 34710766, "type": "organization", "name": "mpt-network" }, "_downloads": { "count": 133, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MPTmultiverse" }, "_devurl": "https://github.com/mpt-network/mptmultiverse", "_searchresults": 3, "_topics": [ "jags", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MPTmultiverse.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/mpt-network/mptmultiverse", "_realowner": "mpt-network", "_cranurl": true, "_releases": [ { "version": "0.1", "date": "2018-11-19" }, { "version": "0.2-0", "date": "2019-03-12" }, { "version": "0.3-3", "date": "2019-08-28" }, { "version": "0.4-0", "date": "2020-03-28" }, { "version": "0.4-1", "date": "2020-05-18" }, { "version": "0.4-2", "date": "2020-06-24" }, { "version": "0.4-3", "date": "2026-02-16" } ], "_exports": [ "check_results", "check_set", "fit_mpt", "get_info", "mpt_options", "write_check_results", "write_results" ], "_help": [ { "page": "check_results", "title": "Check results from MPTmultiverse", "topics": [ "check_results", "check_set", "write_check_results" ] }, { "page": "fit_mpt", "title": "Multiverse Analysis for MPT Models", "topics": [ "fit_mpt" ] }, { "page": "get_info", "title": "Collect Model Equations and Data per Tree", "topics": [ "get_info" ] }, { "page": "mpt_options", "title": "Options Settings for MPT Comparison", "topics": [ "mpt_options" ] }, { "page": "plot.multiverseMPT", "title": "Plot multiverseMPT", "topics": [ "plot.multiverseMPT" ] }, { "page": "write_results", "title": "Write Results of Multiverse Analysis to csv-Files", "topics": [ "write_results" ] } ], "_readme": "https://github.com/mpt-network/mptmultiverse/raw/HEAD/README.md", "_rundeps": [ "bit", "bit64", "Brobdingnag", "cli", "clipr", "coda", "contfrac", "cpp11", "crayon", "deSolve", "dplyr", "elliptic", "farver", "generics", "ggplot2", "glue", "gtable", "hms", "hypergeo", "isoband", "labeling", "lattice", "lifecycle", "logspline", "magrittr", "MASS", "Matrix", "MPTinR", "numDeriv", "pillar", "pkgconfig", "plyr", "prettyunits", "progress", "purrr", "R6", "RColorBrewer", 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It is a program for analysis of\nBayesian hierarchical models using Markov Chain Monte Carlo (MCMC)\nsimulation not wholly unlike BUGS.\n\nJAGS was written with three aims in mind:\n* To have an engine for the BUGS language that runs on Unix\n* To be extensible, allowing users to write their own functions,\ndistributions and samplers.\n* To be a plaftorm for experimentation with ideas in Bayesian modelling\n\nThis package contains the 'jags' binary as well as the associated\nshared library modules loaded by the binary." }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "introduction-bayen_kuhlmann_2011.rmd", "filename": "introduction-bayen_kuhlmann_2011.html", "title": "Overview of MPT Multiverse: An Example Application", "author": "Marius Barth and Henrik Singmann", "engine": "knitr::rmarkdown", "headings": [ "Package Overview", "Prerequisites", "Example Data: Bayen & Kuhlmann (2011)", "Options", "Model Fitting", "Checking the Fit", "Returned Object", "Plotting Results", "References" ], "created": "2018-11-10 19:40:54", "modified": "2026-02-15 18:25:44", "commits": 9 } ], "_score": 4.954242509439325, "_indexed": true, "_nocasepkg": "mptmultiverse", "_universes": [ "mpt-network", "singmann" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4-3", "date": "2026-05-18T07:11:33.000Z", "distro": "noble", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "161f1d88feaa48fd5760643e9c23fd0443491fb7da9bba3a832c0f071c296bfa", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.6.0", "os": "linux", "version": "0.4-3", "date": "2026-05-18T07:11:30.000Z", "distro": "noble", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "32f2631f990f16d898b1f3032b29b327d8b9f0ba8d83c190f059c1502cb19c20", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.5.3", "os": "mac", "version": "0.4-3", "date": "2026-05-18T07:14:45.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "0f76073355d0a2bed577ad74efcf12ebe3bfea3bb6d620171c70f06228a4084e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.6.0", "os": "mac", "version": "0.4-3", "date": "2026-05-18T07:16:50.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "333aa11463906491cb334be60423daded5440aa7d0ab7465d9e77582198f6990", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.7.0", "os": "win", "version": "0.4-3", "date": "2026-05-18T07:10:05.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "cc5418ad4808363e2f96d324eccf6c4ad470e481c55bda7048873e8a522390a5", "status": "failure", "check": "ERROR", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.5.3", "os": "win", "version": "0.4-3", "date": "2026-05-18T07:10:03.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "ff5b005cf2b30f24a026e331a5ea88795f947b33836927062d10f8433a540871", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.6.0", "os": "win", "version": "0.4-3", "date": "2026-05-18T07:10:09.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "4ffc509f1f1a9993d8a55643801986a0ccdce3935ccc7b92ba2d5b759c6fba22", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" }, { "r": "4.6.0", "os": "wasm", "version": "0.4-3", "date": "2026-06-02T16:34:28.000Z", "commit": "3d09841811e6f4e8a54f06c4d1581b8f494e75f8", "fileid": "d4b75e24fc69bfa5d5449b1fbb36ca341c49e416a038d9b73f67b3981ef8963d", "status": "success", "buildurl": "https://github.com/r-universe/mpt-network/actions/runs/26018706342" } ] }