# ParallelPC: Paralellised Versions of Constraint Based Causal Discovery Algorithms

Parallelise constraint based causality discovery and causal inference methods. The parallelised algorithms in the package will generate the same results as that of the 'pcalg' package but will be much more efficient.

- Author
- Thuc Duy Le, Tao Hoang, Shu Hu, and Liang Zhang
- Date of publication
- 2015-12-31 08:37:51
- Maintainer
- Thuc Duy Le <Thuc.Le@unisa.edu.au>
- License
- GPL (>= 2)
- Version
- 1.2

## Man pages

- cor2
- The Pearson's correlation test
- fci_parallel
- Estimate a Partial Ancestral Graph using the FCI_parallel...
- fci_stable
- Estimate a PAG, using the FCI_stable algorithm
- IDA_parallel
- Estimate Total Causal Effects using the IDA_parallel...
- IDA_stable
- Estimate Total Causal Effects
- jointIDA_direct
- Estimate Total Causal Effects of Joint Interventions
- jointIDA_parallel
- Estimate Total Causal Effects of Joint Interventions
- mccor
- The Monte Carlo permutation test (mc-cor)
- mcmig
- The Monte Carlo permutation test (mc-mi-g)
- mczf
- The Monte Carlo permutation test for Gaussian conditional...
- mig
- Mutual information test
- migsh
- Shrinkage estimator for the mutual information (mi-g-sh)
- pc_parallel
- Estimate the Equivalence Class of a DAG using the PC_parallel...
- pcSelect_parallel
- Estimate subgraph around a response variable using...
- pcSelect_stable
- Estimate subgraph around a response variable using pcSelect
- pc_stable
- Estimate the Equivalence Class of a DAG using the PC_stable...
- rfci_parallel
- Estimate a PAG fast using the RFCI_parallel Algorithm
- rfci_stable
- Estimate a PAG using the RFCI_stable Algorithm
- skeleton_parallel
- Estimate (Initial) Skeleton of a DAG.
- skeleton_stable
- Estimate (Initial) Skeleton of a DAG using the PC_stable...
- smccor
- The sequential Monte Carlo permutation test (smc-cor)
- smcmig
- The sequential Monte Carlo permutation test (smc-mi-g)
- smczf
- The sequential Monte Carlo permutation test for Gaussian...
- zf
- Gaussian conditional independence test