R/agropastoral4.R

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

#' agropastoral Bayesian Networks
#'
#' Exploring the role of ecology and social organisation in agropastoral societies: A Bayesian network approach.
#'
#' @usage NULL
#' @format
#' A discrete Bayesian network to explore  the relationship between the environment and social decisions (Fig. 8 of the paper). The structure of the BN was given within the referenced paper together with a dataset. Probabilities were learned using the dataset and the discretization mentioned in the paper. The vertices are:
#' \describe{
#'   \item{Annual_Temperature}{(low, medium, high);}
#'   \item{Crop_Specialisation}{(No, Yes);}
#'   \item{CV_Annual_Precipitation}{(low, medium, high);}
#'   \item{CV_Annual_Productivity}{(low, medium, high);}
#'   \item{CV_Annual_Temperature}{(low, medium, high);}
#'   \item{Distance_Coast}{(low, medium, high);}
#'   \item{Elevation}{(low, medium, high);}
#'   \item{Exchange_InSettlement}{(No, Yes);}
#'   \item{Exchange_OutSettlement}{(No, Yes);}
#'   \item{Foraging_Intensification}{(No, Yes);}
#'   \item{Landscape}{(Aquatic, Tundra, Desert, Forest, Grassland);}
#'   \item{Monthly_Precipitation}{(low, medium, high);}
#'   \item{Monthly_Productivity}{(low, medium, high);}
#'   \item{None}{(No, Yes);}
#'   \item{Permanent_Migration}{(No, Yes);}
#'   \item{Reciprocity}{(No, Yes);}
#'   \item{Resource_Diversification}{(No, Yes);}
#'    \item{Slope}{(low, medium, high);}
#'     \item{Storage}{(No, Yes);}
#'      \item{Temporal_Migration}{(No, Yes);}
#'      \item{Transhumance}{(No, Yes);}
#'   }
#'
#' @return An object of class \code{bn.fit}. Refer to the documentation of \code{bnlearn} for details.
#' @keywords NULL
#' @importClassesFrom bnlearn bn.fit
#'
#' @references Palacios, O., Barceló, J. A., & Delgado, R. (2022). Exploring the role of ecology and social organisation in agropastoral societies: A Bayesian network approach. Plos One, 17(10), e0276088.
#'
"agropastoral4"