ccdr: ccdr: Structure learning for Bayesian networks using the CCDr...

Description Details


ccdr implements the CCDr structure learning algorithm for Bayesian networks.


Based on observational data, this algorithm estimates the structure of a Bayesian network (aka edges in a DAG) using penalized maximum likelihood based on L1 or concave (MCP) regularization. The main methods are:

Executes the main algorithm.


Convenience method for generating a good sequence of regularization parameters.

itsrainingdata/ccdr documentation built on May 17, 2017, 5:23 a.m.