Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 2 committers (50.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (18.3%) to scientific vocabulary
Last synced: 10 months ago
·
JSON representation
Repository
Basic Info
- Host: GitHub
- Owner: jinkim3
- License: gpl-3.0
- Language: R
- Default Branch: master
- Size: 951 KB
Statistics
- Stars: 8
- Watchers: 0
- Forks: 0
- Open Issues: 0
- Releases: 5
Created over 5 years ago
· Last pushed about 1 year ago
Metadata Files
Readme
Changelog
License
README.Rmd
---
output: github_document
---
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/README-",
out.width = "100%"
)
```
# kim: Behavioral Scientists' Analysis Toolkit
[](https://cran.r-project.org/web/checks/check_results_kim.html)
[](https://github.com/jinkim3/kim/actions)
[](https://github.com/jinkim3/kim/commits/master)
[](https://www.codefactor.io/repository/github/jinkim3/kim)
[](https://cran.r-project.org/package=kim)
This package contains various functions that simplify and expedite
analyses of experimental data. Examples include a function
that plots sample means of groups in a factorial experimental design,
a function that conducts robust regressions with bootstrapped samples,
and a function that conducts robust two-way analysis of variance.
## Installation
You can install the released version of kim
from [CRAN](https://cran.r-project.org/package=kim) with:
``` r
install.packages("kim")
```
You can also install the development version from
[kim on GitHub](https://github.com/jinkim3/kim) with:
``` r
install.packages("remotes")
remotes::install_github("jinkim3/kim")
```
If you run into errors while using the package, try updating
the package to the most recent version available on
[kim on GitHub](https://github.com/jinkim3/kim) with:
``` r
update_kim()
```
## Example
Here are some examples of using this package.
```{r example, eval = FALSE}
library(kim)
# (Optional) install all dependencies for all functions in Package 'kim'
install_all_dependencies()
# update the package 'kim', clear the console and environment,
# set up working directory to location of the active document,
# and load the two default packages ('data.table' and 'ggplot2')
start_kim()
# create a scatter plot
scatterplot(data = mtcars, x_var_name = "wt", y_var_name = "mpg")
# get descriptive statistics by group
desc_stats_by_group(
data = mtcars, var_for_stats = "mpg", grouping_vars = c("vs", "am"))
# plot histograms by group
histogram_by_group(data = mtcars, iv_name = "cyl", dv_name = "mpg")
# plot sample means of groups in a factorial experimental design
plot_group_means(data = mtcars, dv_name = "mpg", iv_name = "gear")
# conduct a two-way ANOVA
two_way_anova(
data = mtcars, dv_name = "mpg", iv_1_name = "vs", iv_2_name = "am")
# conduct a multiple regression analysis
multiple_regression(data = mtcars, formula = mpg ~ gear * cyl)
# conduct a robust regression analysis using bootstrapped samples
robust_regression(data = mtcars, formula = mpg ~ cyl * hp)
# conduct a mediation analysis
mediation_analysis(
data = mtcars, iv_name = "cyl", mediator_name = "disp", dv_name = "mpg")
# conduct a floodlight analysis for a 2 x continuous design
floodlight_2_by_continuous(
data = mtcars, iv_name = "am", dv_name = "mpg", mod_name = "qsec")
```
Owner
- Login: jinkim3
- Kind: user
- Repositories: 4
- Profile: https://github.com/jinkim3
GitHub Events
Total
- Release event: 1
- Push event: 20
- Create event: 1
Last Year
- Release event: 1
- Push event: 20
- Create event: 1
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| jinkim3 | j****m@y****u | 610 |
| jinkim3 | 7****3 | 1 |
Committer Domains (Top 20 + Academic)
yale.edu: 1
Issues and Pull Requests
Last synced: 11 months ago
All Time
- Total issues: 1
- Total pull requests: 0
- Average time to close issues: 23 days
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 2.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- oliviermeslin (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 499 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 17
- Total maintainers: 1
cran.r-project.org: kim
A Toolkit for Behavioral Scientists
- Homepage: https://github.com/jinkim3/kim
- Documentation: http://cran.r-project.org/web/packages/kim/kim.pdf
- License: GPL-3
-
Latest release: 0.6.1
published over 1 year ago
Rankings
Downloads: 24.1%
Stargazers count: 26.2%
Forks count: 28.8%
Average: 28.9%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Maintainers (1)
Last synced:
11 months ago
Dependencies
DESCRIPTION
cran
- data.table * imports
- remotes * imports
- boot * suggests
- ggplot2 * suggests
- moments * suggests
.github/workflows/check-standard.yaml
actions
- actions/cache v2 composite
- actions/checkout v2 composite
- actions/upload-artifact main composite
- r-lib/actions/setup-pandoc v1 composite
- r-lib/actions/setup-r v1 composite