causnet: Find globally optimal causal network

In USCbiostats/causnet: What the Package Does (One Line, Title Case)

Description

Find globally optimal causal network

Usage

causnet(data, alpha = 0.05, max_parents = 2, score_fun = NULL)

Arguments

data	A data.frame of numeric variables.
alpha	Numerical, p-value threshold to determine cutoff for possible parents.
max_parents	Numeric, maximal number of parents. Defaults to 2.
score_fun	A function used for scoring parent sets. For more details see score_fun vignette.

Value

A list with 2 elements: a data data.frame with 3 columns; from, to and component, and a vector of number of best parents.

Examples

set.seed(1)
new_data <- simdat(n_var = 5)
out <- causnet(data = new_data, 0.5)

USCbiostats/causnet documentation built on July 15, 2020, 10:41 a.m.