Man pages for JieGroup/bc
Model Selection with Bridge Criterion
| arOrderSelection | Order selection in autoregressive modeling for time series |
| comparePerformance | Compare MCP, SCAD, LASSO, and BCVO for high dimensional... |
| genData_1 | Generate data using support of size 1 |
| genData_11 | Generate data using support of size 11 |
| genData_15 | Generate data using support of size 15 |
| genData_p | Generate data using support of size p |
| genDesignMat | Return a design matrix |
| getCandidates | Get candidates from marginal ordering of variables |
| getSupp | Get supports, i.e. the indices of selected variables, from a... |
| modelSelection | Model selection using different criteria |
| regBCVO | Run BCVO regression for high dimensional data |
| regPenalized | Penalized high dimensional regresssion |
| runRepExperiment | Run synthetic experiments for comparing the performance of... |
| varSelection | Variable selection using different criteria |
