Data

Tools

Indexes

Applications

Experiments

Open Source Science

Matching

https://github.com/jasjeetsekhon/matching

Science Score: 23.0%

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
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 5 committers (20.0%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.4%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: JasjeetSekhon
  • Language: C
  • Default Branch: master
  • Size: 523 KB
Statistics
  • Stars: 27
  • Watchers: 3
  • Forks: 6
  • Open Issues: 4
  • Releases: 0
Created about 8 years ago · Last pushed almost 2 years ago
Metadata Files
Readme Changelog

README.md

R-CMD-check

Matching: Multivariate and Propensity Score Matching Software for Causal Inference

Jasjeet S. Sekhon

Introduction

This website is for the distribution of "Matching" which is a R package for estimating causal effects by multivariate and propensity score matching. The package provides functions for multivariate and propensity score matching and for finding optimal balance based on a genetic search algorithm. A variety of univariate and multivariate tests to determine if balance has been obtained are also provided. These tests can also be used to determine if an experiment or quasi-experiment is balanced on baseline covariates.

For an introduction to the package with documentation and examples, please see "Multivariate and Propensity Score Matching Software with Automated Balance Optimization: The Matching package for R." Journal of Statistical Software, 42(7): 1-52. 2011.

How to install

A version is on CRAN. The latest development version can be installed directly from Github using devtools.

R if (!require("devtools")) install.packages("devtools") devtools::install_github("JasjeetSekhon/Matching")

The package contains compiled code, and you must have a development environment to install the development version. (Use devtools::has_devel() to check whether you do.) If no development environment exists, Windows users download and install Rtools and macOS users download and install [Xcode].

Owner

  • Name: Jasjeet Sekhon
  • Login: JasjeetSekhon
  • Kind: user
  • Location: Westport, CT
  • Company: Yale University

GitHub Events

Total
  • Issues event: 1
  • Watch event: 3
Last Year
  • Issues event: 1
  • Watch event: 3

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 42
  • Total Committers: 5
  • Avg Commits per committer: 8.4
  • Development Distribution Score (DDS): 0.429
Past Year
  • Commits: 1
  • Committers: 1
  • Avg Commits per committer: 1.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Theo S t****s@b****u 24
Jasjeet Sekhon j****n@g****m 15
Jasjeet S Sekhon j****n@b****m 1
theo-s t****s@s****t 1
sjsw s****w 1
Committer Domains (Top 20 + Academic)
sonic.net: 1 bwater.com: 1 berkeley.edu: 1

Issues and Pull Requests

Last synced: 12 months ago

All Time
  • Total issues: 4
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: 1 day
  • Total issue authors: 4
  • Total pull request authors: 3
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 1
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: about 3 hours
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • clandinq (1)
  • santsang (1)
  • boegel (1)
  • tejendrapsingh (1)
Pull Request Authors
  • edwardwliu (2)
  • MichaelChirico (2)
  • sjsw (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 4,078 last-month
  • Total docker downloads: 23,269
  • Total dependent packages: 19
  • Total dependent repositories: 32
  • Total versions: 78
  • Total maintainers: 1
cran.r-project.org: Matching

Multivariate and Propensity Score Matching with Balance Optimization

  • Versions: 78
  • Dependent Packages: 19
  • Dependent Repositories: 32
  • Downloads: 4,078 Last month
  • Docker Downloads: 23,269
Rankings
Docker downloads count: 0.6%
Dependent packages count: 3.4%
Dependent repos count: 4.7%
Downloads: 5.4%
Average: 6.5%
Forks count: 12.2%
Stargazers count: 12.6%
Maintainers (1)
jas.sekhon@yale.edu
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • MASS >= 7.2 depends
  • R >= 2.6.0 depends
  • grDevices * depends
  • graphics * depends
  • stats * depends
  • parallel * suggests
  • rgenoud >= 2.12 suggests
.github/workflows/check-noncontainerized.yaml actions
  • actions/cache v2 composite
  • actions/checkout v2 composite
  • r-lib/actions/setup-pandoc v1 composite
  • r-lib/actions/setup-r v1 composite