data_gen: data_gen

In gujyjean/discretecdAlgorithm: Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks

Description

A function that generate discrete data set.

Usage

data_gen(
  graph,
  n,
  ivn = NULL,
  n_levels = NULL,
  params = NULL,
  FUN = NULL,
  flip = TRUE
)

Arguments

graph	a edgeList object.
n	size of the data set, a scalar
ivn,	a list of intervention for each data point.
n_levels,	a list of number of levels for each node, default is binary data set.
params,	coefficient list (optional).
FUN,	a function to generate magnitude of influence (optional).
flip,	a bool parameter. If true, when generating coefficients, will randomly flip the sign of coefficients.

Value

data matrix

gujyjean/discretecdAlgorithm documentation built on March 15, 2020, 7:32 p.m.