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mverse (version 0.2.3)

Tidy Multiverse Analysis Made Simple

Description

Extends 'multiverse' package (Sarma A., Kale A., Moon M., Taback N., Chevalier F., Hullman J., Kay M., 2021) , which allows users perform to create explorable multiverse analysis in R. This extension provides an additional level of abstraction to the 'multiverse' package with the aim of creating user friendly syntax to researchers, educators, and students in statistics. The 'mverse' syntax is designed to allow piping and takes hints from the 'tidyverse' grammar. The package allows users to define and inspect multiverse analysis using familiar syntax in R.

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Version

Install

install.packages('mverse')

Monthly Downloads

219

Version

0.2.3

License

GPL (>= 3)

Issues

1

Pull Requests

0

Stars

7

Forks

1

Maintainer

Michael Jongho Moon

Last Published

August 26th, 2025

Functions in mverse (0.2.3)

reexports

Objects exported from other packages
soccer

Number of cards given for each referee-player pair in soccer.
summary

Display the multiverse table with results.
t_test_mverse

Performs one or two sample t-tests on data columns.
print.branch

Print method for *_branch objects.
spec_summary

Create a specification table for a selected variable.
spec_curve

Display a specification curve across the multiverse.
add_mutate_branch

Add mutate branches to a mverse object.
add_family_branch

Add family branches to a mverse object.
execute_multiverse

Execute the entire multiverse.
AIC

Display the AIC and BIC score of the fitted models across the multiverse
add_filter_branch

Add filter branches to a mverse object.
extract

Extract branched values.
add_branch_condition

Add branch conditions to a mverse object.
add_formula_branch

Add formula branches to a mverse object.
branch_condition

Create a new branch condition.
family_branch

Create a new family branch.
glm.nb_mverse

Fit negative binomial regression models across the multiverse
lm_mverse

Fit linear regression models across the multiverse.
filter_branch

Create a new filter branch.
glm_mverse

Fit generalized linear regression models across the multiverse.
multiverse_tree

Plot a multiverse tree diagram.
mverse

Create a new mverse object
formula_branch

Create a new formula branch.
mutate_branch

Create a new mutate branch.
hurricane

Data on Atlantic hurricanes in the U.S. between 1950 and 2012.