| add_dummies | Add dummy predictors to the original predictor matrix |
| add_dummies_GVS | Add dummy predictors to the original predictor matrix, as required by the T-Rex+GVS selector (doi:10.23919/EUSIPCO55093.2022.9909883 <https://doi.org/10.23919/EUSIPCO55093.2022.9909883>) |
| FDP | False discovery proportion (FDP) |
| fdp_hat | Computes the conservative FDP estimate of the T-Rex selector (doi:10.48550/arXiv.2110.06048 <https://doi.org/10.48550/arXiv.2110.06048>) |
| Gauss_data | Toy data generated from a Gaussian linear model |
| lm_dummy | Perform one random experiment |
| Phi_prime_fun | Computes the Deflated Relative Occurrences |
| random_experiments | Run K random experiments |
| screen_trex | Run the Screen-T-Rex selector (doi:10.1109/SSP53291.2023.10207957 <https://doi.org/10.1109/SSP53291.2023.10207957>) |
| select_var_fun | Compute set of selected variables |
| select_var_fun_DA_BT | Compute set of selected variables for the T-Rex+DA+BT selector T-Rex+DA+BT selector (doi:10.48550/arXiv.2401.15796 <https://doi.org/10.48550/arXiv.2401.15796>) |
| TPP | True positive proportion (TPP) |
| trex | Run the T-Rex selector (doi:10.48550/arXiv.2110.06048 <https://doi.org/10.48550/arXiv.2110.06048>) |