CPDAG Estimation using PC-Algorithm
This package provides functions to estimate a skeleton graph and a completed partially acyclic graph (CPDAG) from a data matrix that describes the appearance patterns of the graph nodes. The detailed algorithm is written in [Kalisch2007].
The source code is available at https://github.com/keiichishima/pcalg
Please submit bug reports or patches through the GitHub interface.
- Satoru Kobayashi, https://github.com/cpflat
[Kalisch2007] Markus Kalisch and Peter Bhlmann. Estimating high-dimensional directed acyclic graphs with the pc-algorithm. In The Journal of Machine Learning Research, Vol. 8, pp. 613-636, 2007.
Keiichi SHIMA / IIJ Innovation Institute Inc. / WIDE project