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PanelMatch

https://github.com/insongkim/panelmatch

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
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    .zenodo.json file
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    DOI references
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    Academic publication links
  • ✓
    Committers with academic emails
    14 of 18 committers (77.8%) from academic institutions
  • ○
    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (10.5%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: insongkim
  • Language: R
  • Default Branch: master
  • Size: 5.52 MB
Statistics
  • Stars: 127
  • Watchers: 13
  • Forks: 38
  • Open Issues: 21
  • Releases: 0
Created over 8 years ago · Last pushed about 1 year ago
Metadata Files
Readme

README.md

PanelMatch: Matching Methods for Causal Inference with Time-Series Cross-Section Data

R build status Build Status CRAN downloads CRAN status

Authors: In Song Kim (insong@mit.edu), Adam Rauh (amrauh@umich.edu), Erik Wang (haixiaow@Princeton.edu), Kosuke Imai (imai@harvard.edu)

PanelMatch is an R package implementing a set of methodological tools proposed by Imai, Kim, and Wang (2021) that enables researchers to apply matching methods for causal inference on time-series cross-sectional data with binary treatments. The package includes implementations of matching methods based on propensity scores and Mahalanobis distance, as well as weighting methods. PanelMatch enables users to easily calculate a variety of possible quantities of interest, along with standard errors. The software is flexible, allowing users to tune the matching, refinement, and estimation procedures with a large number of parameters. The package also offers a variety of visualization and diagnostic tools for researchers to better understand their data and assess their results.

Please see here for updated installation instructions.

Owner

  • Login: insongkim
  • Kind: user

GitHub Events

Total
  • Issues event: 4
  • Watch event: 13
  • Issue comment event: 8
  • Push event: 16
  • Fork event: 2
  • Create event: 1
Last Year
  • Issues event: 4
  • Watch event: 13
  • Issue comment event: 8
  • Push event: 16
  • Fork event: 2
  • Create event: 1

Committers

Last synced: over 2 years ago

All Time
  • Total Commits: 578
  • Total Committers: 18
  • Avg Commits per committer: 32.111
  • Development Distribution Score (DDS): 0.621
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
erikhw h****w@p****u 219
Adam Rauh a****1@g****m 219
insongkim i****m@g****m 85
Adam Rauh a****h@d****u 12
Adam Rauh a****h@d****u 8
Erik Wang h****w@p****u 7
Andy a****0@g****m 6
Adam Rauh a****h@d****u 5
Adam Rauh a****h@d****u 3
insongkim i****g@m****u 3
Adam Rauh a****h@P****l 2
Adam Rauh a****h@d****u 2
Adam Rauh a****h@d****u 2
Adam Rauh a****h@V****U 1
Adam Rauh a****h@d****u 1
Adam Rauh a****h@d****u 1
kosukeimai k****i@p****u 1
Adam Rauh a****h@d****u 1
Committer Domains (Top 20 + Academic)
princeton.edu: 2 dhcp-18-30-31-91.dyn.mit.edu: 1 dhcp-18-111-117-215.dyn.mit.edu: 1 dhcp-18-30-108-45.dyn.mit.edu: 1 vpn-18-101-8-81.mit.edu: 1 dhcp-18-111-35-234.dyn.mit.edu: 1 dhcp-18-30-110-203.dyn.mit.edu: 1 mit.edu: 1 dhcp-18-30-53-176.dyn.mit.edu: 1 dhcp-18-30-115-90.dyn.mit.edu: 1 pol-d25vj0h2j1gp.princeton.edu: 1 dhcp-18-30-8-88.dyn.mit.edu: 1 dhcp-18-30-21-141.dyn.mit.edu: 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 116
  • Total pull requests: 2
  • Average time to close issues: 5 months
  • Average time to close pull requests: 6 days
  • Total issue authors: 70
  • Total pull request authors: 1
  • Average comments per issue: 2.36
  • Average comments per pull request: 1.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 3
  • Pull requests: 0
  • Average time to close issues: 2 months
  • Average time to close pull requests: N/A
  • Issue authors: 2
  • Pull request authors: 0
  • Average comments per issue: 2.67
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • adamrauh (15)
  • marcgrinberg (6)
  • augustocerqua (6)
  • Mbjoerkh (4)
  • LuMesserschmidt (4)
  • ellenjunghyunkim (3)
  • junhyeokjang1 (3)
  • matthewolckers (2)
  • sym3 (2)
  • DamianBoldt (2)
  • mathurshreya95 (2)
  • yurikotk (2)
  • elsavoytas (2)
  • jlgleason (2)
  • ilango2486 (2)
Pull Request Authors
  • prestevez (2)
Top Labels
Issue Labels
enhancement (2)
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 746 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 6
  • Total maintainers: 1
cran.r-project.org: PanelMatch

Matching Methods for Causal Inference with Time-Series Cross-Sectional Data

  • Versions: 6
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 746 Last month
Rankings
Forks count: 2.7%
Stargazers count: 4.6%
Average: 19.5%
Downloads: 24.9%
Dependent packages count: 29.8%
Dependent repos count: 35.5%
Maintainers (1)
insong@mit.edu
Last synced: 11 months ago

Dependencies

DESCRIPTION cran
  • R >= 2.14.0 depends
  • CBPS * imports
  • MASS * imports
  • Matrix * imports
  • Rcpp >= 0.12.5 imports
  • data.table * imports
  • ggplot2 * imports
  • grDevices * imports
  • graphics * imports
  • methods * imports
  • stats * imports
  • knitr * suggests
  • rmarkdown * suggests
  • testthat >= 2.1.0 suggests