A fast PC algorithm for high dimensional causal discovery with multi-core PCs

no code implementations • 9 Feb 2015 • Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Huawen Liu

However, runtime of the PC algorithm, in the worst-case, is exponential to the number of nodes (variables), and thus it is inefficient when being applied to high dimensional data, e. g. gene expression datasets.

Causal Discovery Causal Inference