Data

Tools

Indexes

Applications

Experiments

Open Source Science

bootES

Calculating robust effect sizes using bootstrap (resampling) technique in R.

https://github.com/dgerlanc/bootes

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (9.5%) to scientific vocabulary

Keywords

bootstrapping-statistics effect-size r social-sciences statistics
Last synced: 6 months ago · JSON representation

Repository

Calculating robust effect sizes using bootstrap (resampling) technique in R.

Basic Info
  • Host: GitHub
  • Owner: dgerlanc
  • Language: R
  • Default Branch: main
  • Size: 154 KB
Statistics
  • Stars: 10
  • Watchers: 3
  • Forks: 0
  • Open Issues: 4
  • Releases: 3
Topics
bootstrapping-statistics effect-size r social-sciences statistics
Created almost 13 years ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog

README.md

bootES Logo # bootES `bootES` ("bootstrap Effect Sizes") calculates bootstrap confidence intervals for (un)standardized effect-size measures using the bootstrap. [![CRAN status](https://www.r-pkg.org/badges/version/bootES)](https://cran.r-project.org/package=bootES) [![R-CMD-check](https://github.com/dgerlanc/bootes/workflows/R-CMD-check/badge.svg)](https://github.com/dgerlanc/bootes/actions) [Overview](#overview) • [Install](#install) • [Get help](#get-help) • [Contribute](#contribute)

Overview

bootES uses the 'boot' package to find bootstrap confidence intervals for unstandardized and standardized effect-size measures appropriate for experimental and survey research.

Calculate effect sizes for:

  • mean effects
  • mean differences
  • contrasts
  • correlations
  • differences between correlations

A pre-print version of our article, bootES: An R Package for Bootstrap Confidence Intervals on Effect Sizes, is available here.

Install

``` r

Install from CRAN

install.packages("bootES")

Install from Github

install.packages("devtools")

devtools::install_github("dgerlanc/bootES") ```

Get help

Report bugs by opening an issue. If you have a question regarding the usage of bootES, start a discussion.

Contributing

Issues may be filed using Github Issues.

Owner

  • Name: Dan Gerlanc
  • Login: dgerlanc
  • Kind: user
  • Location: New York, NY

Teaching and doing things with code and data, mostly in Python 🐍

GitHub Events

Total
  • Release event: 1
  • Watch event: 1
  • Push event: 2
  • Create event: 1
Last Year
  • Release event: 1
  • Watch event: 1
  • Push event: 2
  • Create event: 1

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 78
  • Total Committers: 1
  • Avg Commits per committer: 78.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 2
  • Committers: 1
  • Avg Commits per committer: 2.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
dgerlanc d****c@g****m 78

Issues and Pull Requests

Last synced: 7 months ago

All Time
  • Total issues: 9
  • Total pull requests: 12
  • Average time to close issues: 1 day
  • Average time to close pull requests: 3 months
  • Total issue authors: 2
  • Total pull request authors: 1
  • Average comments per issue: 2.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 9
  • 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
View more stats
Top Authors
Issue Authors
  • dgerlanc (8)
  • rempsyc (1)
Pull Request Authors
  • dgerlanc (12)
Top Labels
Issue Labels
enhancement (2) bug (1) good first issue (1)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 2,467 last-month
  • Total dependent packages: 2
  • Total dependent repositories: 2
  • Total versions: 6
  • Total maintainers: 1
cran.r-project.org: bootES

Bootstrap Confidence Intervals on Effect Sizes

  • Versions: 6
  • Dependent Packages: 2
  • Dependent Repositories: 2
  • Downloads: 2,467 Last month
Rankings
Downloads: 10.9%
Dependent packages count: 13.7%
Stargazers count: 16.5%
Average: 17.6%
Dependent repos count: 19.3%
Forks count: 27.8%
Maintainers (1)
dan@gerlanc.com
Last synced: 6 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.0.0 depends
  • boot * depends
  • stats * imports
  • graphics * suggests
  • testthat >= 3.0.0 suggests
.github/workflows/check-standard.yaml actions
  • actions/checkout v3 composite
  • r-lib/actions/check-r-package v2 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite