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exploratory  

A Tool for Large-Scale Exploratory Analyses
View on CRAN: Click here


Download and install exploratory package within the R console
Install from CRAN:
install.packages("exploratory")

Install from Github:
library("remotes")
install_github("cran/exploratory")

Install by package version:
library("remotes")
install_version("exploratory", "0.3.31")



Attach the package and use:
library("exploratory")
Maintained by
Jin Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-22
Latest Update: 2021-04-22
Description:
Conduct numerous exploratory analyses in an instant with a point-and-click interface. With one simple command, this tool launches a Shiny App on the local machine. Drag and drop variables in a data set to categorize them as possible independent, dependent, moderating, or mediating variables. Then run dozens (or hundreds) of analyses instantly to uncover any statistically significant relationships among variables. Any relationship thus uncovered should be tested in follow-up studies. This tool is designed only to facilitate exploratory analyses and should NEVER be used for p-hacking. Many of the functions used in this package are previous versions of functions in the R Packages 'kim' and 'ezr'. Selected References: Chang et al. (2021) . Dowle et al. (2021) . Kim (2023) . Kim (2021) . Kim (2020) . Simmons et al. (2011) Tingley et al. (2019) . Wickham et al. (2020) .
How to cite:
Jin Kim (2021). exploratory: A Tool for Large-Scale Exploratory Analyses. R package version 0.3.31, https://cran.r-project.org/web/packages/exploratory. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.3.13 (2021-04-22 09:10)
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