Learn R Programming

PSAboot (version 1.1.4)

boot.matching: Matching package implementation for bootstrapping.

Description

Matching package implementation for bootstrapping.

Usage

boot.matching(Tr, Y, X, X.trans, formu, estimand = "ATE", ...)

Arguments

Tr
vector indicating treatment assignment.
Y
vector of outcome.
X
matrix or data frame of covariates.
X.trans
a data frame of X with factors recoded. See cv.trans.psa
formu
the formula to use to estimate propensity scores. Note that the dependent varaible (i.e. treatment variable) name will be updated using the Tr vector.
estimand
character string for estimand, either ATE, ATT, or ATC. See Match for more details.
...
other parameters passed to Match.