High dimensional propensity score algorithm
This code has slgithly difference from the hdPS package in
https://github.com/lendle/hdps
In this code, the Bross formula follows:
Bross, Irwin DJ. "Spurious effects from an extraneous variable." Journal of chronic diseases 19.6 (1966): 637-647.
while the original implementation follows:
Schneeweiss, Sebastian, et al. "High-dimensional propensity score adjustment in studies of treatment effects using health care claims data." Epidemiology (Cambridge, Mass.) 20.4 (2009): 512.
This package can be installed using the devtools
package in R:
library(devtools)
install_github("lendle/hdps")
# or if that doesn't work, try
install_git("[email protected]:lendle/hdps")
Wouldn't it be great if you could automatically generate markdown files from .Rd
files so you could just view the docs directly on github? Well you can't. So open up R and do this instead:
library(hdps)
?hdps