Coarsened Exact Matching

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Documentation for package ‘cem’ version 1.1.31

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

att	Example of ATT estimation from CEM output
cem	Coarsened Exact Matching
cemspace	Exploration tool for CEM
combine.spacegraphs	Combine two spacegraph objects.
DW	Dehejia-Wahba dataset
imbalance	Calculates several imbalance measures
imbspace	Diagnostic tool for CEM
imbspace.plot	Plot of imbalance space diagnostic tool for CEM
k2k	Reduction to k2k Matching
L1.meas	Evaluates L1 distance between multidimensional histograms
L1.profile	Calculates L1 distance for different coarsenings
LeLonde	Modified Lalonde dataset
LL	Lalonde dataset
LLvsPSID	Lalonde treated units versus PSID control individuals
pair	Produces a paired sample out of a CEM match solution
plot.cem.att	Example of ATT estimation from CEM output
pscoreSelect	Heuristic search of the best propensity score model specification
relax.cem	Diagnostic tool for CEM
relax.plot	Diagnostic tool for CEM
search.match	Heuristic search of match solutions
shift.cem	Diagnostic tool for CEM
spacegraph	Randomly compute many different matching solutions
summary.cem.att	Example of ATT estimation from CEM output