Local FCI Package

LocalFCI is a R package for learning the local graphical structure of a causal DAG for specified target nodes. This package implements the local FCI and local PC algorithms, with the latter being the preferred method.

Installation

if (!require("devtools")) {
  install.packages("devtools") 
} 
devtools::install_github("stephenvsmith/LocalFCI")

Simple Example

library(LocalFCI)
data("asiaDAG")
data("asiadf")
asiadf <- as.matrix(asiadf)

# Run the local FCI algorithm on targets 1 (asia) and 6 (either)
localfci(data = asiadf,targets = c(1,6),verbose = FALSE)