Implement 'multiverse' style analyses (Steegen S., Tuerlinckx F, Gelman A., Vanpaemal, W., 2016) <doi:10.1177/1745691616658637>, (Dragicevic P., Jansen Y., Sarma A., Kay M., Chevalier F., 2019) <doi:10.1145/3290605.3300295> to show the robustness of statistical inference. 'Multiverse analysis' is a philosophy of statistical reporting where paper authors report the outcomes of many different statistical analyses in order to show how fragile or robust their findings are. The 'multiverse' package (Sarma A., Kale A., Moon M., Taback N., Chevalier F., Hullman J., Kay M., 2021) <doi:10.31219/osf.io/yfbwm> allows users to concisely and flexibly implement 'multiverse-style' analysis, which involve declaring alternate ways of performing an analysis step, in R and R Notebooks.
| Version: | 0.5.0 |
| Depends: | R (≥ 3.5.0), knitr (≥ 1.3.2) |
| Imports: | dplyr (≥ 0.8.1), purrr (≥ 0.3.2), rlang (≥ 0.4.0), R6, methods, tidyr (≥ 1.0.0), tibble, magrittr, tidyselect, formatR, collections, evaluate, rstudioapi, berryFunctions |
| Suggests: | ggplot2 (≥ 3.0.0), testthat (≥ 2.1.0), highr, lubridate, rmarkdown, covr, broom, boot, gganimate, gifski, forcats, stringr, cowplot, tidybayes, png, stringi, modelr, styler |
| Published: | 2021-06-01 |
| Author: | Abhraneel Sarma [aut, cre], Michael Moon [aut], Matthew Kay [aut], Alex Kale [ctb], Nathan Taback [ctb], Fanny Chevalier [ctb], Jessica Hullman [ctb], Pierre Dragicevic [ctb], Yvonne Jansen [ctb] |
| Maintainer: | Abhraneel Sarma <abhraneel at u.northwestern.edu> |
| BugReports: | https://github.com/MUCollective/multiverse/issues/new |
| License: | GPL (≥ 3) |
| URL: | https://mucollective.github.io/multiverse/, https://github.com/mucollective/multiverse/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | multiverse citation info |
| Materials: | README NEWS |
| CRAN checks: | multiverse results |
| Reference manual: | multiverse.pdf |
| Vignettes: |
A discussion on branches in the multiverse Declaring conditions in the multiverse Example multiverse implementation: Effect of fertility on religiosity and political attitudes Example multiverse implementation: Re-evaluating the efficiency of physical visualizations Example multiverse implementation: Female hurricanes are deadlier than male hurricanes Using the multiverse in RMarkdown: Introduction to multiverse code chunks Extracting and Visualising the results of a multiverse analysis |
| Package source: | multiverse_0.5.0.tar.gz |
| Windows binaries: | r-devel: multiverse_0.5.0.zip, r-release: multiverse_0.5.0.zip, r-oldrel: multiverse_0.5.0.zip |
| macOS binaries: | r-release (arm64): multiverse_0.5.0.tgz, r-release (x86_64): multiverse_0.5.0.tgz, r-oldrel: multiverse_0.5.0.tgz |
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