Keywords: propensity score matching, multivariate matching, genetic optimization, causal inference, R.
MatchItShiny is a Matching Software for Causal Inference.
Nonparametric Preprocessing for Parametric Casual Inference
The aim of
MatchItShiny is to make the imputation of causal effect workflow easier.
1. Problematic: There is no consensus on how exactly matching ought to be done and how to measure the success of the matching procedure. A wide variety of matching procedures have been proposed, and
MatchItShiny implements many of them.
2. 2sd problematic: The work flow of an evaluateur
Fields: each fields where you use method of causal inference - statistics (see for e.g Rubin 2006; Rosenbaum 2002), medecine (Christakis and Iwashyna 2003; Rubin 1997), economics (Abadie and Imbens 2006; Dehejia and Wahba 2002, 1999), political science (Bowers and Hansen 2005; Herron and Wand 2007; Imai 2005), sociology (Morgan and Harding 2006; Diprete and Engelhardt 2004; Winship and Morgan 1999; Smith 1997) and even law (Rubin 2001).
MatchItShiny is an interactive application to visualise and perform impacts analysis. The interface is based on the Shiny web application framework, though can be run locally and with the user's own data.
Updating to the latest version of
To intal it:
# install.packages("devtools") library(devtools) devtools::install_github("BejaouiSayf/MatchItShiny")
[Link Title](Link Source)
The package is working fine. As soon as possible, I will submit the package to CRAN.
I'm always happy to hear about what doesn't work for you and where
MatchItShiny get in your way (send an email to the maintainer)
Add difference-in-difference method Add Matching difference-in-difference
- Please work on the develop branch, it's newer than master. the master branch is for users.
Rq : Tu pense que tu n'as pas le droit de mettre ton pkg sous licence MIT ! En fait, tu pense que le CRAN veulent que le pkg soit sous Licence GPU The plugin is licensed under the MIT license.
Copyright (C) <2012> Muchenxuan Tong firstname.lastname@example.org
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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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