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R package implementing the nonparametric bounds for the average causal effect of Balke and Pearl, JASA, 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.
                        build_opts = c("--no-resave-data", "--no-manual"), 
                        build_vignettes = TRUE)

To update the development version of the package, simply run this command again.

Shiny App

There is a Shiny app demonstrating the package at: https://remlapmot.shinyapps.io/bpbounds.

Package website

The helpfiles and vignette are shown on the package website at: https://remlapmot.github.io/bpbounds/.


Tom Palmer (maintainer, tom.palmer@lancaster.ac.uk), Roland Ramsahai, Vanessa Didelez, Nuala Sheehan