The multiverse of universes: A tutorial to plan, execute and interpret multiverses analyses using the R package multiverse
Even when guided by strong theories and sound methods, researchers must often choose a
singular course of action from multiple viable alternatives. Regardless of the choice, it, along …
singular course of action from multiple viable alternatives. Regardless of the choice, it, along …
[HTML][HTML] Addressing researcher degrees of freedom through minP adjustment
MM Mandl, AS Becker-Pennrich, LC Hinske… - BMC Medical Research …, 2024 - Springer
When different researchers study the same research question using the same dataset they
may obtain different and potentially even conflicting results. This is because there is often …
may obtain different and potentially even conflicting results. This is because there is often …
More efficient exact group invariance testing: using a representative subgroup
We consider testing invariance of a distribution under an algebraic group of transformations,
such as permutations or sign flips. As such groups are typically huge, tests based on the full …
such as permutations or sign flips. As such groups are typically huge, tests based on the full …
Multiverse Meta-Analysis: Proposing an Exploratory Framework
S Rasti - 2023 - osf.io
Multiverse analysis is a statistical approach in which researchers present all the results
deriving from all combinations of arbitrary, but plausible decisions involved in every data …
deriving from all combinations of arbitrary, but plausible decisions involved in every data …