MatchingFrontier: Computation of the Balance - Sample Size Frontier in Matching Methods for Causal Inference

Returns the subset of the data with the minimum imbalance for every possible subset size (N - 1, N - 2, ...), down to the data set with the minimum possible imbalance. Also includes tools for the estimation of causal effects for each subset size, functions for visualization and data export, and functions for calculating model dependence as proposed by Athey and Imbens.

AuthorGary King, Christopher Lucas, and Richard Nielsen
Date of publication2015-03-31 22:07:59
MaintainerChristopher Lucas <clucas@fas.harvard.edu>
LicenseGPL-3
Version1.0.0
http://projects.iq.harvard.edu/frontier

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Files in this package

MatchingFrontier
MatchingFrontier/inst
MatchingFrontier/inst/CITATION
MatchingFrontier/inst/NEWS.Rd
MatchingFrontier/inst/doc
MatchingFrontier/inst/doc/Using_MatchingFrontier.pdf
MatchingFrontier/inst/doc/Using_MatchingFrontier.R
MatchingFrontier/inst/doc/Using_MatchingFrontier.Rnw
MatchingFrontier/NAMESPACE
MatchingFrontier/data
MatchingFrontier/data/lalonde.RData
MatchingFrontier/R
MatchingFrontier/R/getCutpoint.R MatchingFrontier/R/getL1Strata.R MatchingFrontier/R/mahalDist.R MatchingFrontier/R/print.MahalFSATTClass.R MatchingFrontier/R/distToFrontier.R MatchingFrontier/R/checkArgs.R MatchingFrontier/R/stratify.R MatchingFrontier/R/binsToFrontier.R MatchingFrontier/R/L1FrontierSATT.R MatchingFrontier/R/customStop.R MatchingFrontier/R/print.L1SATTClass.R MatchingFrontier/R/estimateEffects.R MatchingFrontier/R/range01.R MatchingFrontier/R/makeWeights.R MatchingFrontier/R/getBins.R MatchingFrontier/R/plotFrontier.R MatchingFrontier/R/parallelPlot.R MatchingFrontier/R/plotMeans.R MatchingFrontier/R/generateDataset.R MatchingFrontier/R/checkDat.R MatchingFrontier/R/calculateMdist.R MatchingFrontier/R/reduceVar.R MatchingFrontier/R/trim.R MatchingFrontier/R/modelDependence.R MatchingFrontier/R/makeFrontier.R MatchingFrontier/R/plotEstimates.R MatchingFrontier/R/MahalFrontierFSATT.R MatchingFrontier/R/nclass.ss.R MatchingFrontier/R/zzz.R MatchingFrontier/R/getCutpointList.R MatchingFrontier/R/getMahalStrata.R
MatchingFrontier/vignettes
MatchingFrontier/vignettes/bibliography.bib
MatchingFrontier/vignettes/Using_MatchingFrontier.Rnw
MatchingFrontier/MD5
MatchingFrontier/build
MatchingFrontier/build/vignette.rds
MatchingFrontier/DESCRIPTION
MatchingFrontier/man
MatchingFrontier/man/estimateEffects.Rd MatchingFrontier/man/makeFrontier.Rd MatchingFrontier/man/lalonde.Rd MatchingFrontier/man/parallelPlot.Rd MatchingFrontier/man/modelDependence.Rd MatchingFrontier/man/generateDataset.Rd MatchingFrontier/man/plotEstimates.Rd MatchingFrontier/man/plotFrontier.Rd MatchingFrontier/man/plotMeans.Rd

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