exploratory: A Tool for Large-Scale Exploratory Analyses
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) <https://CRAN.R-project.org/package=shiny>.
Dowle et al. (2021) <https://CRAN.R-project.org/package=data.table>.
Kim (2023) <https://jinkim.science/docs/kim.pdf>.
Kim (2021) <doi:10.5281/zenodo.4619237>.
Kim (2020) <https://CRAN.R-project.org/package=ezr>.
Simmons et al. (2011) <doi:10.1177/0956797611417632>
Tingley et al. (2019) <https://CRAN.R-project.org/package=mediation>.
Wickham et al. (2020) <https://CRAN.R-project.org/package=ggplot2>.
| Version: |
0.3.31 |
| Imports: |
data.table, DT, ggplot2, ggridges, lemon, lm.beta, mediation, remotes, shiny, shinydashboard, weights |
| Suggests: |
moments |
| Published: |
2023-10-10 |
| DOI: |
10.32614/CRAN.package.exploratory |
| Author: |
Jin Kim  [aut,
cre] |
| Maintainer: |
Jin Kim <jin.m.kim at yale.edu> |
| BugReports: |
https://github.com/jinkim3/exploratory/issues |
| License: |
GPL-3 |
| URL: |
https://exploratoryonly.com |
| NeedsCompilation: |
no |
| Citation: |
exploratory citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
exploratory results |
Documentation:
Downloads:
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