multiControlSens: Sensitivity Analysis with multiple controls

In Ngendahimana/sensitivityR5: This package supports implementation of sensitivity analyisis using objects from Match, MatchIt and bmatch

Description

Sensitivity Analysis with multiple controls

Usage

multiControlSens(X, outcomeName, Gamma, GammaInc, n_contrl)

Arguments

X	A 'MatchIt' object
outcomeName	Name of the outcome.
Gamma	Upper bound of sensitivity parameter
GammaInc	Interval width of sequence between 1 and Gamma.
n_contrl	Number of control matched to each treated observation

Examples

data("lalonde",package ="designmatch")
covs0 <- subset(lalonde, select = -c(treat, re78, nodegree, married))
m.out <- matchit(f.build("treatment", covs0), data = lalonde, method = "nearest", replace = TRUE,ratio = 2)
multiControlSens(X =m.out,outcomeName = "re78",Gamma = 2,GammaInc = 0.1,n_contrl = 2)

Ngendahimana/sensitivityR5 documentation built on June 24, 2020, 4:09 a.m.