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

Description Details

Description

ccdr implements the CCDr structure learning algorithm for Bayesian networks.

Details

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:

ccdr.run

Executes the main algorithm.

generate.lambdas

Convenience method for generating a good sequence of regularization parameters.


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