CRAN/E | exploratory

exploratory

A Tool for Large-Scale Exploratory Analyses

Installation

About

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 direct copies of functions in the R Package 'kim' and 'ezr'. Selected References: Chang et al. (2021) . Chang et al. (2018) . Cohen (1988) doi:10.4324/9780203771587. Dowle et al. (2021) . Ioannidis (2005) doi:10.1371/journal.pmed.0020124 Kim (2021) doi:10.5281/zenodo.4619237. Kim (2020) . Simmons et al. (2011) doi:10.1177/0956797611417632 Tingley et al. (2019) . Wickham et al. (2020) .

Citation exploratory citation info
exploratoryonly.com
Bug report File report

Key Metrics

Version 0.3.13
Published 2021-04-22 1071 days ago
Needs compilation? no
License GPL-3
CRAN checks exploratory results

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Maintainer

Maintainer

Jin Kim

jin.m.kim@yale.edu

Authors

Jin Kim

aut / cre

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Imports

data.table
DT
ggplot2
ggridges
lemon
lm.beta
mediation
remotes
shiny
shinydashboard
weights

Suggests

moments