| 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)