shock-package |
Slope Heuristic for Block-Diagonal Covariance Selection in High Dimensional Gaussian Graphical Models |
computeLoglikeFromPartition |
Compute the log-likelihood of the model |
dataTest |
Simulated data to test the R package |
networkInferenceGlassoBIC |
Network inference using the glasso algorithm |
shock |
Slope Heuristic for Block-Diagonal Covariance Selection in High Dimensional Gaussian Graphical Models |
shockSelect |
Shock selection |
simulateBlockDiagNetwork |
Simulate a modular network |
thresholdAbsSPath |
Detect partitions of variables into blocks. |