gaussian.test {bnlearn} | R Documentation |
This a synthetic dataset used as a test case in the bnlearn package.
gaussian.test
The gaussian.test
dataset containts the seven normal
(gaussian) variables.
# these are the R commands used to generate this dataset. ## Not run: a = data.frame(A = rnorm(5000, 1, 1), B = rnorm(5000, 2, 3), C = rep(0, 5000), D = rep(0, 5000), E = rnorm(5000, 3.5, 2), F = rep(0, 5000), G = rnorm(5000, 3.5, 2)) a$C = 2 * (a$A + a$B) + rnorm(5000, 2, 0.5) a$D = 8 * (a$B) + rnorm(5000, 6, 0.33) a$F = 2 * a$A + a$D + a$E + 1.5 * a$G + rnorm(5000, 0, 1) ## End(Not run)