{ "_id": "6a27c3ea24555f66ed53e64b", "Package": "multiverse", "Version": "0.6.3", "Date": "2025-10-22", "Title": "Create 'multiverse analysis' in R", "Authors@R": "c(\nperson(\"Abhraneel\", \"Sarma\", role = c(\"aut\", \"cre\"), email = \"abhraneel@u.northwestern.edu\"),\nperson(\"Matthew\", \"Kay\", role = \"aut\", email = \"mjskay@northwestern.edu\"),\nperson(\"Michael\", \"Moon\", role = \"ctb\", email = \"moon@utstat.toronto.edu\"),\nperson(\"Mark\", \"Miller\", role = \"ctb\", email = \"725mrm@gmail.com\"),\nperson(\"Kyle\", \"Hwang\", role = \"ctb\", email = \"kyle.sg.hwang@gmail.com\"),\nperson(\"Hadley\", \"Wickham\", role = \"ctb\", email = \"hadley@posit.co\")\n)", "Maintainer": "Abhraneel Sarma ", "Description": "Implement 'multiverse' style analyses (Steegen S.,\nTuerlinckx F, Gelman A., Vanpaemal, W., 2016)\n to show the robustness of\nstatistical inference. 'Multiverse analysis' is a philosophy of\nstatistical reporting where paper authors report the outcomes\nof many different statistical analyses in order to show how\nfragile or robust their findings are. The 'multiverse' package\n(Sarma A., Kale A., Moon M., Taback N., Chevalier F., Hullman\nJ., Kay M., 2021) allows users to\nconcisely and flexibly implement 'multiverse-style' analysis,\nwhich involve declaring alternate ways of performing an\nanalysis step, in R and R Notebooks.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Language": "en-US", "BugReports": "https://github.com/MUCollective/multiverse/issues/", "URL": "https://mucollective.github.io/multiverse/,\nhttps://github.com/mucollective/multiverse/", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libicu-dev libx11-dev", "Repository": "https://mucollective.r-universe.dev", "Date/Publication": "2025-12-11 08:47:02 UTC", "RemoteUrl": "https://github.com/mucollective/multiverse", "RemoteRef": "HEAD", "RemoteSha": "08f71e0c3ba54cb362f120ad0a0f227b75ac472d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-09 07:26:01 UTC", "User": "root" }, "Author": "Abhraneel Sarma [aut, cre],\nMatthew Kay [aut],\nMichael Moon [ctb],\nMark Miller [ctb],\nKyle Hwang [ctb],\nHadley Wickham [ctb]", "MD5sum": "42c393558d889b5ef2f0e212f05e518a", "_user": "mucollective", "_type": "src", "_file": "multiverse_0.6.3.tar.gz", "_fileid": "f5ad497d8d9237afa516a0fae2890461d2d0bc04c086c69b1325a27fc3426113", "_filesize": 1915295, "_sha256": "f5ad497d8d9237afa516a0fae2890461d2d0bc04c086c69b1325a27fc3426113", "_created": "2026-06-09T07:26:01.000Z", "_published": "2026-06-09T07:42:34.503Z", "_distro": "noble", "_jobs": [ { "job": 80270063211, "time": 194, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7501180972" }, { "job": 80270063155, "time": 188, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7501178506" }, { "job": 80270063196, "time": 234, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7501431229" }, { "job": 80270063135, "time": 206, "config": "macos-release-arm64", "r": "4.6.0", 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within functions in a \"pipe\": %>%", "Example 2: Another branch within a function", "Example 3: Beware of the flexibility", "Example 4: Variable assignment inside a branch statement", "Example 5: A branch as a function", "Example 6: Defining parameters separately", "Example 7: Parameters can be re-used (and alternate ways of declaring the same branch)", "Example 8: Declaring continuous variables in branch", "Example 9: Nested branch statements and asymmetric trees" ], "created": "2019-10-08 22:23:46", "modified": "2025-10-22 19:47:20", "commits": 14 }, { "source": "conditions.Rmd", "filename": "conditions.html", "title": "Declaring conditions in the multiverse", "author": "Abhraneel Sarma", "engine": "knitr::rmarkdown", "headings": [ "The data", "Specifying conditions in the multiverse analysis", "The %when% operator", "Implementing conditions in a complete analysis" ], "created": "2021-06-14 20:56:11", "modified": "2025-10-22 19:47:20", "commits": 5 }, { "source": 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results from the multiverse object", "Visualising the results", "Sidebar: Using the tidyverse to extract and visualize the results", "Analysis #2: Differences between mean completion times between conditions", "Extracting and visualizing the results from the multiverse", "Results #2", "Conclusion" ], "created": "2024-09-18 14:31:29", "modified": "2025-10-22 19:47:20", "commits": 4 }, { "source": "example-dance.Rmd", "filename": "example-dance.html", "title": "Example multiverse implementation: Recreating Adding inferential treatments to plots using Resampling and Animations using multiverse", "author": "Pierre Dragicevic, Abhraneel Sarma", "engine": "knitr::rmarkdown", "headings": [ "Multiverse case study #3", "Introduction", "The data", "Just Noticeable Differences (JNDs)", "Regression results", "Implementation in multiverse", "Note" ], "created": "2024-09-18 14:31:29", "modified": "2025-10-22 19:47:20", "commits": 3 }, { "source": "execution-multiverse.Rmd", "filename": 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