Other packages > Find by keyword >

PanelMatch  

Matching Methods for Causal Inference with Time-Series Cross-Sectional Data
View on CRAN: Click here


Download and install PanelMatch package within the R console
Install from CRAN:
install.packages("PanelMatch")

Install from Github:
library("remotes")
install_github("cran/PanelMatch")

Install by package version:
library("remotes")
install_version("PanelMatch", "3.1.3")



Attach the package and use:
library("PanelMatch")
Maintained by
In Song Kim
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-28
Latest Update: 2025-06-04
Description:
Implements a set of methodological tools that enable researchers to apply matching methods to time-series cross-sectional data. Imai, Kim, and Wang (2021) proposes a nonparametric generalization of the difference-in-differences estimator, which does not rely on the linearity assumption as often done in practice. Researchers first select a method of matching each treated observation for a given unit in a particular time period with control observations from other units in the same time period that have a similar treatment and covariate history. These methods include standard matching methods based on propensity score and Mahalanobis distance, as well as weighting methods. Once matching is done, both short-term and long-term average treatment effects for the treated can be estimated with standard errors. The package also offers a visualization technique that allows researchers to assess the quality of matches by examining the resulting covariate balance.
How to cite:
In Song Kim (2020). PanelMatch: Matching Methods for Causal Inference with Time-Series Cross-Sectional Data. R package version 3.1.3, https://cran.r-project.org/web/packages/PanelMatch. Accessed 09 Mar. 2026.
Previous versions and publish date:
1.0.0 (2020-02-28 12:20), 2.0.0 (2021-09-02 22:30), 2.0.1 (2022-06-26 23:30), 2.2.0 (2024-06-04 11:47), 3.0.0 (2025-03-03 10:50), 3.1.1 (2025-06-04 16:40)
Other packages that cited PanelMatch R package
View PanelMatch citation profile
Other R packages that PanelMatch depends, imports, suggests or enhances
Complete documentation for PanelMatch
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA