'Explorable Multiverse' Data Analysis and Reports
Implement 'multiverse' style analyses (Steegen S., Tuerlinckx F, Gelman A., Vanpaemal, W., 2016)
<10.1177>, (Dragicevic P., Jansen Y., Sarma A., Kay M., Chevalier F., 2019) <10.1145>
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) <10.31219>
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.10.31219>10.1145>10.1177>