Combining Matching and Linear Regression for Causal Inference

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Documentation for package ‘MatchLinReg’ version 0.8.1

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

Help Pages

lalonde	Lalonde's National Supported Work Demonstration data
lindner	Lindner Center data on 996 PCI patients analyzed by Kereiakes et al. (2000)
mlr	Creating a series of matched data sets with different calibration parameters
mlr.bias	Treatment effect bias
mlr.bias.constructor	Generating the treatment effect bias constructor vector
mlr.combine.bias.variance	Combining bias and variance to produce total MSE for treatment effect
mlr.generate.Z.o	Generating omitted covariates from included covariates
mlr.match	Thin wrapper around 'Match' function from 'Matching' package
mlr.orthogonalize	Orthogonalization of vectors with repsect to a matrix
mlr.power	Power analysis for causal inference using linear regression
mlr.smd	Standardized mean difference
mlr.variance	Treatment effect variance
plot.summary.mlr	Plotting diagnostic and calibration objects resulting from call to 'summary.mlr'
summary.mlr	Applying diagnostic and calibration functions to mlr objects