| ccdrAlgorithm {ccdrAlgorithm} | R Documentation |
Implements the CCDr structure learning algorithm as described in Aragam and Zhou (2015).
The CCDr algorithm uses sparse regularization (L1 or MCP) to produce
a solution path of DAG estimates along a pre-determined grid of hyperparameters.
This package implements a single function, ccdr.run that
runs the main algorithm, and uses sparsebnUtils
for the underlying data structures and methods.