RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (0.8.1) of this package.
Take me there.
MatchLinReg (version 0.7.0)
Combining Matching and Linear Regression for Causal Inference
Description
Core functions as well as diagnostic and calibration tools for combining matching and linear regression for causal inference in observational studies.
Copy Link
Copy
Link to current version
Version
Version
0.8.1
0.7.3
0.7.0
Down Chevron
Install
install.packages('MatchLinReg')
Monthly Downloads
194
Version
0.7.0
License
GPL (>= 2)
Maintainer
Alireza Mahani
Last Published
July 12th, 2015
Functions in MatchLinReg (0.7.0)
Search functions
mlr.match
Thin wrapper around
Match
function from
Matching
package
mlr.bias.constructor
Generating the treatment effect bias constructor vector
plot.summary.mlr
Plotting diagnostic and calibration objects resulting from call to
summary.mlr
mlr.bias
Treatment effect bias
mlr.orthogonalize
Orthogonalization of vectors with repsect to a matrix
mlr.variance
Treatment effect variance
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
lindner
Lindner Center data on 996 PCI patients analyzed by Kereiakes et al. (2000)
mlr.power
Power analysis for causal inference using linear regression
mlr
Creating a series of matched data sets with different calibration parameters
lalonde
Lalonde's National Supported Work Demonstration data
mlr.smd
Standardized mean difference
summary.mlr
Applying diagnostic and calibration functions to mlr objects