R package implementing the nonparametric bounds for the average causal effect of Balke and Pearl (1997).
Install the released version of
bpbounds from CRAN:
Or install the development version from GitHub with:
# Uncomment the next command if you don't have the remotes packages installed. # The tidyverse have moved some functions out of the devtools package. # install.packages("remotes") # I call install_github() with these options to build the vignette. remotes::install_github("remlapmot/bpbounds", build_opts = c("--no-resave-data", "--no-manual"), build_vignettes = TRUE)
To update the development version of the package, simply run this command again.
There is a Shiny app demonstrating the package at: https://remlapmot.shinyapps.io/bpbounds.
The helpfiles and vignette are shown on the package website at: https://remlapmot.github.io/bpbounds/.
Tom Palmer (maintainer, firstname.lastname@example.org), Roland Ramsahai, Vanessa Didelez, Nuala Sheehan.
Balke A, Pearl J. Bounds on Treatment Effects from studies with imperfect compliance. Journal of the American Statistical Association, 1997, 92, 439, 1171-1176, doi: 10.1080/01621459.1997.10474074.