R/income.R

In bnRep: A Repository of Bayesian Networks from the Academic Literature

#' income Bayesian Network
#'
#'  The FEDHC Bayesian network learning algorithm.
#'
#' @usage NULL
#'
#' @format
#' A discrete Bayesian network modeling the factors affecting the income of individuals. The code to learn the Bayesian network was given within the referenced paper (Figure 13.c) The vertices are:
#' \describe{
#'   \item{Income}{(0-40'000, 40'000+);}
#'   \item{Sex}{(male, female);}
#'   \item{Marriage}{(married, cohabitation, divorced, widowed, single);}
#'   \item{Age}{(14-34, 35+);}
#'   \item{Education}{(college graduate, no college graduate);}
#'   \item{Occupation}{(professional/managerial, sales, laborer, clerical/service, homemaker, student, military, retired, unemployed);}
#'   \item{Bay}{Number of years in bay area (1-9, 10+);}
#'   \item{No of people}{Number of people living in the house (1, 2+);}
#'   \item{Children}{(0, 1+);}
#'   \item{Rent}{(own, rent, live with parents/family);}
#'   \item{Type}{(house, condominuim, apartment, mobile home, other);}
#'   \item{Ethnicity}{(American Indian, Asian, black, east Indian, hispanic, white, pacific islander, other);}
#'   \item{Language}{(english, spanish, other);}
#'    }
#'
#' @return An object of class \code{bn.fit}. Refer to the documentation of \code{bnlearn} for details.
#' @keywords NULL
#' @importClassesFrom bnlearn bn.fit
#' @references Tsagris, M. (2022). The FEDHC Bayesian network learning algorithm. Mathematics, 10(15), 2604.
"income"