betterPathCalc | Sparse Group Lasso Optimization |
computebic | Compute BIC scores for model selection |
cv.sparse.mediation.msecomputing | Compare x to 1 |
cv.sparse.mediation.sgrplasso | Conduct K-fold cross validation for sparse mediation with... |
ginv.largep | Compute inverse, squareroot and inverse of the square root of... |
hbic_int | Function to do HBIC computation for exposure by mediation... |
hbic_med | Function to do HBIC computation for multiple mediations model |
oneDim | Sparse Group Lasso Optimization |
oneDim_allowcov | Sparse Group Lasso Optimization |
sparse.mediation.grplasso | Conduct sparse mediation with group LASSO |
sparse.mediation.grplasso.fold | sparse.mediation.grplasso.fold |
sparse.mediation.sgrplasso.largep_omega | Conduct sparse mediation for large p ( p > n) |
sparse.txtmedint.sgrlasso.largep_omega | Conduct sparse mediation for large p ( p > n) |
sqrtmat.comp | Compute squareroot of large covariance matrix |
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