This repository contains all of the code and data necessary to replicate the examples from [1]:
- sparsebn-paper_code.R Example code from paper.
- sparsebn-section4_1.R Code to replicate data from Figure 2 (Section 4.1).
- sparsebn-section4_2.R Code to replicate data from Figures 3, 4 (Section 4.2).
- sparsebn-alzheimers.R Code to replicate experiments on AD data from Section 6.3.
- *.csv: Data files used in Section 6.3.
[1] Aragam, B., Gu, J., and Zhou, Q. (2017). Learning large-scale Bayesian networks with the sparsebn package. Journal of Statistical Software, to appear. arXiv: 1703.04025.