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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]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.exploratory . https://github.com/jinkim3/exploratory/issues . https://exploratoryonly.com . exploratory citation info . exploratory results . exploratory.pdf . exploratory_0.3.31.tar.gz . exploratory_0.3.31.zip . exploratory_0.3.31.zip . exploratory_0.3.31.zip . exploratory_0.3.31.tgz . exploratory_0.3.31.tgz . exploratory_0.3.31.tgz . exploratory_0.3.31.tgz . exploratory_0.3.31.tgz . exploratory_0.3.31.tgz . exploratory archive . https://CRAN.R-project.org/package=exploratory .
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 29 Mar. 2025.
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
Functions, R codes and Examples using
the exploratory R package
Some associated functions: cohen_d_from_cohen_textbook . compare_groups . desc_stats . desc_stats_by_group . exploratory . histogram . histogram_by_group . id_across_datasets . kurtosis . mann_whitney . mediation_analysis . merge_data_table_list . merge_data_tables . multiple_regression . order_rows_specifically_in_dt . prep . pretty_round_p_value . read_csv . scatterplot . se_of_mean . skewness . t_test_pairwise . tabulate_vector . theme_kim . update_exploratory . wilcoxon_rank_sum_test .
Some associated R codes: cohen_d_from_cohen_textbook.R . compare_groups.R . desc_stats.R . desc_stats_by_group.R . exploratory.R . histogram.R . histogram_by_group.R . id_across_datasets.R . kurtosis.R . mann_whitney.R . mediation_analysis.R . merge_data_table_list.R . merge_data_tables.R . multiple_regression.R . onAttach.R . order_rows_specifically_in_dt.R . prep.R . pretty_round_p_value.R . read_csv.R . scatterplot.R . se_of_mean.R . skewness.R . t_test_pairwise.R . tabulate_vector.R . theme_kim.R . update_exploratory.R . wilcoxon_rank_sum_test.R . Full exploratory package functions and examples
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