Other packages > Find by keyword >

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 22 Dec. 2024.
Previous versions and publish date:
0.3.13 (2021-04-22 09:10)
Other packages that cited exploratory R package
View exploratory citation profile
Other R packages that exploratory depends, imports, suggests or enhances
Complete documentation for exploratory
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA