dplotbate {bate} | R Documentation |
Histogram of bias adjusted treatment effect
Description
Histogram of bias adjusted treatment effect
Usage
dplotbate(data)
Arguments
data |
A data frame that is the output from the "ovbias" function. |
Value
A plot object created with ggplot
Examples
## Load data set
data("NLSY_IQ")
## Set age and race as factor variables
NLSY_IQ$age <- factor(NLSY_IQ$age)
NLSY_IQ$race <- factor(NLSY_IQ$race)
## Collect parameters from the short, intermediate and auxiliary regressions
parameters <- collect_par(
data = NLSY_IQ, outcome = "iq_std",
treatment = "BF_months",
control = c("age","sex","income","motherAge","motherEDU","mom_married","race"),
other_regressors = c("sex","age"))
## Set limits for the bounded box
Rlow <- parameters$Rtilde
Rhigh <- 0.61
deltalow <- 0.01
deltahigh <- 0.99
e <- 0.01
## Not run:
## Compute bias and bias-adjusted treatment effect
OVB <- ovbias(
parameters = parameters,
deltalow=deltalow,
deltahigh=deltahigh, Rhigh=Rhigh,
e=e)
## Histogram and density Plot of bstar distribution
p3 <- dplotbate(OVB$Data)
print(p3)
## End(Not run)
[Package bate version 0.1.0 Index]