Variable Selection via Tilted Correlation Screening Algorithm
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Documentation for package ‘tilting’ version 1.1.1
Help Pages
| tilting-package | Variable Selection via Tilted Correlation Screening Algorithm |
| col.norm | Compute the L2 norm of each column |
| get.thr | Select a threshold for sample correlation matrix |
| lse.beta | Compute the least squares estimate on a given index set |
| projection | Compute the projection matrix onto a given set of variables |
| select.model | Select the final model |
| thresh | Hard-threshold a matrix |
| tilting | Variable selection via Tilted Correlation Screening algorithm |