R/alarm.R

In yongsu-lee/NOTEARGIS: Learn Directed Acyclic Graphs with Grouped Variables

#' The ALARM network
#'
#' ALARM network data from the
#' \href{https://www.bnlearn.com/bnrepository/discrete-medium.html#alarm}{Bayesian network repository}. The ALARM(A Logical Alarm Reduction Mechanism) is designed to give an alarm message system for patient monitoring. All the variables are multi-level (2, 3, or 4 levels) variable and there are 20,000 observations in the original data.
#'
#' @format THE ALARM dataset consists of 8 diagnoses, 16 finding and 13 intermediate variables (total 37 variables). Check \code{bnlearn:alarm} for more details.
#'
#' @usage
#' data(alarm)
#'
#' @references
#' [1] Beinlich IA, Suermondt HJ, Chavez RM, Cooper GF (1989). “The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks.” In AIME 89, pp. 247–256. Springer.
"alarm"