Package: cem 1.1.31

cem: Coarsened Exact Matching

Implementation of the Coarsened Exact Matching algorithm discussed along with its properties in Iacus, King, Porro (2011) <doi:10.1198/jasa.2011.tm09599>; Iacus, King, Porro (2012) <doi:10.1093/pan/mpr013> and Iacus, King, Porro (2019) <doi:10.1017/pan.2018.29>.

Authors:Stefano M. Iacus [aut, cre], Gary King [aut], Giuseppe Porro [aut], Richard Nielsen [aut]

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cem.pdf |cem.html✨
cem/json (API)
NEWS

# Install 'cem' in R:
install.packages('cem', repos = c('https://siacus.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • DW - Dehejia-Wahba dataset
  • LL - Lalonde dataset
  • LLvsPSID - Lalonde treated units versus PSID control individuals
  • LeLonde - Modified Lalonde dataset

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

5.64 score 2 stars 1 packages 239 scripts 1.5k downloads 4 mentions 16 exports 13 dependencies

Last updated 2 years agofrom:96ad772be1. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 08 2025
R-4.5-winOKFeb 08 2025
R-4.5-macOKFeb 08 2025
R-4.5-linuxOKFeb 08 2025
R-4.4-winOKFeb 08 2025
R-4.4-macOKFeb 08 2025
R-4.3-winOKFeb 08 2025
R-4.3-macOKFeb 08 2025

Exports:attcemcemspacecombine.spacegraphsimbalanceimbspacek2kL1.measL1.profilepairpscoreSelectrelax.cemrelax.plotsearch.matchshift.cemspacegraph

Dependencies:backportschkclicombinatgluelatticelifecycleMatchItnlmerandomForestRcppRcppProgressrlang

Coarsened Exact Matching

Rendered fromcem.Rnwusingutils::Sweaveon Feb 08 2025.

Last update: 2022-09-08
Started: 2014-03-19