Statistical Software Packages
Synth:
Synthetic Control Method
Synth
is a statistical software package for R,
Stata, and MATLAB that implements synthetic
control methods for causal inference in
comparative case studies as described in Abadie
and Gardeazabal (2003), Abadie,
Diamond, and Hainmueller(2010), and Abadie,
Diamond, and Hainmueller (2011).
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ebal:
Entropy Balancing
ebal is a statistical
software package for R and Stata that
implements entropy balancing for causal
effects as described in Hainmueller (2011).
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KRLS: Kernel
Regularized Least Squares
KRLS
is a statistical software package for R
designed to flexibly fit response surfaces of
the form y=f(x) as they arise in regression
and classification problems without relying on
linearity, additivity, or other assumptions
that use the columns of the predictor matrix
X directly as basis functions.
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