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cem (version 1.0.96)

CEM: Software for Coarsened Exact Matching

Description

This program implements the coarsened exact matching algorithm (and many extensions) described in Stefano M. Iacus, Gary King, and Giuseppe Porro, "Matching for Causal Inference Without Balance Checking," http://gking.harvard.edu/files/abs/cem-abs.shtml

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Version

Install

install.packages('cem')

Monthly Downloads

3,882

Version

1.0.96

License

GPL-2

Maintainer

Gary King

Last Published

April 14th, 2009

Functions in cem (1.0.96)

pair

Produces a paired sample out of a CEM match solution
att

Example of ATT estimation from CEM output
shift.cem

Diagnostic tool for CEM
L1.meas

Evaluates L1 distance between multidimensional histograms
relax.cem

Diagnostic tool for CEM
LL

Lalonde dataset
k2k

Reduction to k2k Matching
LeLonde

Modified Lalonde dataset
imbalance

Calculates several imbalance measures
DW

Dehejia-Wahba dataset
cem

Coarsened Exact Matching