I have attempted to run the below code:
data(house)
house_rdd = rdd_data(x=x, y=y, data=house, cutpoint=0)
summary(house_rdd)
plot(house_rdd)
When I plot it, I get this, which make sense.
reg_para0 = rdd_reg_lm(rdd_object=house_rdd, slope =("same"))
summary(reg_para0)
plot(reg_para0,
ylim=c(0,1))
However, when the regression is plotted, it only shows two observations, as seen here
Additionally, I get the warning message: "[1] "Mass points detected in the running variable.""
The graph is meant to look like this
Does anyone know potential solutions for this? I have tried "dev.off()" but that did not work.
Thanks
The reason for this is that the second call to plot()
is creating a completely new plot rather than overlaying on the former plot.
This should get you close to what you want (you'll need to clean up the x-axis title).
library(rddtools)
data(house)
house_rdd = rdd_data(x=x, y=y, data=house, cutpoint=0)
plot(house_rdd, ylim=c(0,1))
par(new=TRUE)
reg_para0 = rdd_reg_lm(rdd_object=house_rdd, slope =("same"))
plot(reg_para0, ylim=c(0,1), axes = FALSE, xlab = "", ylab = "")
The par(new=TRUE)
prevents the creation of a new plot.