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EffectLiteR

R package for analyzing average and conditional effects

https://github.com/amayer2010/effectliter

Science Score: 13.0%

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    CITATION.cff file
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    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
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    DOI references
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    Scientific vocabulary similarity
    Low similarity (13.4%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

R package for analyzing average and conditional effects

Basic Info
  • Host: GitHub
  • Owner: amayer2010
  • Language: R
  • Default Branch: master
  • Homepage:
  • Size: 5.46 MB
Statistics
  • Stars: 8
  • Watchers: 1
  • Forks: 5
  • Open Issues: 0
  • Releases: 0
Created over 12 years ago · Last pushed almost 2 years ago
Metadata Files
Readme

README.md

EffectLiteR

This R package can be used to estimate average and conditional effects of a treatment variable on an outcome variable, taking into account any number of continuous and categorical covariates. It automatically generates lavaan (Rosseel, 2012) syntax for a multi-group structural equation model, runs the model in lavaan, and extracts various average and conditional effects of interest.

EffectLiteR is a new program based on the ideas (not the code) of EffectLite (Steyer & Partchev, 2008; www.causal-effects.de) and many (former) researchers at the Department of Methodology and Evaluation Research at Friedrich Schiller University Jena.

Installation

EffectLiteR is on CRAN (https://cran.r-project.org/web/packages/EffectLiteR) and the latest stable version can be installed as usual:

install.packages("EffectLiteR")

For testing purposes, the development version of EffectLiteR can be installed directly from this GitHub repository using the additional package devtools. Under Windows, please make sure Rtools (http://cran.r-project.org/bin/windows/Rtools/) are installed and no older version of EffectLiteR is currently loaded):

``` install.packages("devtools") library(devtools)

install_github("amayer2010/EffectLiteR") ```

Alternatively, the subfolder /old contains tar.gz files (for installing from source) and Windows binaries. However, these may be outdated. When devtools is used, dependencies are installed automatically. Otherwise, you need to install the following packages yourself:

``` install.packages(c("lavaan","methods")) install.packages(c("shiny","foreign","ggplot2"))

```

Run EffectLiteR

The main function of the package is effectLite(). Type example(effectLite) for some examples. The shiny interface can be called by effectLiteGUI() after having loaded the package EffectLiteR:

``` library(EffectLiteR)

example(effectLite) effectLiteGUI() ```

Owner

  • Name: Axel Mayer
  • Login: amayer2010
  • Kind: user
  • Location: Germany
  • Company: Bielefeld University

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: almost 3 years ago

All Time
  • Total Commits: 151
  • Total Committers: 2
  • Avg Commits per committer: 75.5
  • Development Distribution Score (DDS): 0.026
Past Year
  • Commits: 4
  • Committers: 1
  • Avg Commits per committer: 4.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Axel Mayer a****0@g****m 147
amayer a****r 4

Issues and Pull Requests

Last synced: 12 months ago

All Time
  • Total issues: 2
  • Total pull requests: 0
  • Average time to close issues: about 21 hours
  • Average time to close pull requests: N/A
  • Total issue authors: 2
  • Total pull request authors: 0
  • Average comments per issue: 1.5
  • 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
View more stats
Top Authors
Issue Authors
  • langenberg (1)
  • felixthoemmes (1)
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 598 last-month
  • Total docker downloads: 21,613
  • Total dependent packages: 1
  • Total dependent repositories: 1
  • Total versions: 8
  • Total maintainers: 1
cran.r-project.org: EffectLiteR

Average and Conditional Effects

  • Versions: 8
  • Dependent Packages: 1
  • Dependent Repositories: 1
  • Downloads: 598 Last month
  • Docker Downloads: 21,613
Rankings
Docker downloads count: 0.6%
Forks count: 10.8%
Average: 16.3%
Dependent packages count: 18.1%
Stargazers count: 19.3%
Dependent repos count: 23.9%
Downloads: 25.4%
Maintainers (1)
amayer2010@gmail.com
Last synced: 12 months ago

Dependencies

DESCRIPTION cran
  • R >= 3.5.0 depends
  • lavaan >= 0.6 depends
  • car * imports
  • foreign * imports
  • ggplot2 * imports
  • lavaan.survey * imports
  • methods * imports
  • nnet * imports
  • shiny >= 1.5.0 imports
  • survey * imports