pcalg 0.2.0

CPDAG Estimation using PC-Algorithm

# CPDAG Estimation using PC-Algorithm

## Overview

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].

## Code

The source code is available at https://github.com/keiichishima/pcalg

## Bug Reports

Please submit bug reports or patches through the GitHub interface.

## Contributors

• Satoru Kobayashi, https://github.com/cpflat

• basilnsaeed, https://github.com/basilnsaeed

• Dr. Georg M. Goerg

• limjcst, https://github.com/limjcst

## References

[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.

## Author

Keiichi SHIMA / IIJ Innovation Institute Inc. / WIDE project