Man pages for Saptati-Datta/AdapLasso
Computes Adaptive Lasso Using Lars Algorithm
| adaplasso | Function for soft-thresholding |
| adaplassostd_lambda | Fits adaptive adaplasso based on standardized data |
| adaplassostdseq_lambda | Fits Adaptive adaplasso on a sequence of lambda values based... |
| cv.gamma | Cross-Validation to choose the optimal gamma from a sequence... |
| cv.lambda | Perform cross-validation to select the best fit and finds the... |
| fitadapLASSO | Fits adaptive lasso |
| scale_X | scale_X Scales a matrix of inputs according to LARS algorithm |
| soft | Soft-thresholding of a scalar a at level lambda |
| standardize | Standardizes the input design matrix X and output vector Y to... |
