computeScoreMatParallel


This is an auxiliary file for the function CAM in package CAM.


The code takes an n x p data matrix and fits a Causal Additive Model (CAM) for estimating the causal structure of the underlying process. The output is a p x p adjacency matrix (a one in entry (i,j) indicates an edge from i to j). Details of the algorithm can be found in: P. Bühlmann, J. Peters, J. Ernest: "CAM: Causal Additive Models, high-dimensional order search and penalized regression", Annals of Statistics 42:2526-2556, 2014.

computeScoreMatParallel: auxiliary file for CAM: Computes the initial score matrix.

Description

Arguments

Details

References

See Also