| dcov.gamma | Test to check the independence between two variables x and y using the Distance Covariance. The dcov.gamma() function, uses Distance Covariance independence criterion with gamma approximation to test for independence between two random variables. |
| frml.additive.smooth | Formula for GAM without crossterms |
| frml.full.smooth | Formula for GAM with crossterms |
| hsic.clust | HSIC cluster permutation conditional independence test |
| hsic.gamma | Hilber Schmidt Independence Criterion gamma test |
| hsic.perm | Hilber Schmidt Independence Criterion permutation test |
| hsic.test | Hilber Schmidt Independence Criterion test |
| kernelCItest | Kernel Conditional Independence test |
| kpc | Estimate the WAN-PDAG using the kPC Algorithm |
| regrVonPS | Check if variable can be regressed to independence on its parents |
| regrXonS | Regress set of variables on its parents |
| udag2wanpdag | Last kPC Algorithm Step: Extend Object with Skeleton to Completed PDAG |