abn (version 0.8)

ex1.dag.data: Synthetic validation data set for use with abn library examples

Description

10000 observations simulated from a DAG with 10 variables from Poisson, Bernoulli and Gaussian distributions.

Usage

ex1.dag.data

Examples

## the true underlying stochastic model has DAG - this data is one realisation from this.
ex1.true.dag<-matrix(data=c(
  0,0,0,0,0,0,0,0,0,0,
  0,0,0,0,0,0,0,0,0,0,
  0,0,0,0,0,0,0,0,0,0,
  0,0,0,0,0,0,0,0,0,0,
  1,1,0,0,0,0,0,0,0,0,
  1,0,1,1,0,0,0,0,0,0,
  0,1,1,1,0,0,0,0,0,0,
  0,0,1,0,1,0,0,0,0,0,
  0,0,1,0,0,0,1,0,0,0,
  0,0,1,1,0,0,0,0,0,0
   ), ncol=10,byrow=TRUE);

colnames(ex1.true.dag)<-rownames(ex1.true.dag)<-c("b1","p1","g1","b2","p2","b3","g2","b4",
"b5","g3");