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| mami-package | Model averaging (and model selection) after multiple imputation |
| HIV | HIV treatment data |
| jma | JMA: Jackknife Model Averaging |
| lae | Lasso Averaging Estimation |
| listSLWrappers | Explains model averaging wrappers for super learning |
| MAMI | Model averaging (and model selection) after multiple imputation |
| mami | Model averaging (and model selection) after multiple imputation |
| mma | MMA: Mallow's Model Averaging |
| plot.lae | Visualize estimates from Lasso Averaging Estimation |
| plot.mami | Plot bootstrap results when utilizing model selection/averaging after multiple imputation |
| predict.SL.jma | Prediction wrapper for Jackknife Model Averaging with all variables, on the subset of nested models |
| predict.SL.jma.all | Prediction wrapper for Jackknife Model Averaging with all variables, on all possible models |
| predict.SL.jma.int | Prediction wrapper for Jackknife Model Averaging incl. all 2-way interactions, on the subset of nested models |
| predict.SL.jma2 | Prediction wrapper for Jackknife Model Averaging incl. squared (numeric) variables, on the subset of nested models |
| predict.SL.lae | Prediction wrapper for Lasso Averaging Estimation (10-fold) with all variables |
| predict.SL.lae.int | Prediction wrapper for Lasso Averaging Estimation (10-fold) incl. all 2-way interactions |
| predict.SL.lae2 | Prediction wrapper for Lasso Averaging Estimation (10-fold) incl. squared (numeric) variables |
| predict.SL.mma | Prediction wrapper for Mallows Model Averaging with all variables, on the subset of nested models |
| predict.SL.mma.all | Prediction wrapper for Mallows Model Averaging with all variables, on all possible models |
| predict.SL.mma.int | Prediction wrapper for Mallows Model Averaging incl. all 2-way interactions, on the subset of nested models |
| predict.SL.mma2 | Prediction wrapper for Mallows Model Averaging incl. squared (numeric) variables, on the subset of nested models |
| Prostate | Prostate data |
| SL.jma | Wrapper for Jackknife Model Averaging, on the subset of nested models |
| SL.jma.all | Wrapper for Jackknife Model Averaging with all variables, on all possible models |
| SL.jma.int | Wrapper for Jackknife Model Averaging incl. all 2-way interactions, on the subset of nested models |
| SL.jma2 | Wrapper for Jackknife Model Averaging incl. squared (numeric) variables, on the subset of nested models |
| SL.lae | Wrapper for Lasso Averaging Estimation (10-fold) with all variables |
| SL.lae.int | Lasso Averaging Estimation (10-fold) incl. all 2-way interactions |
| SL.lae2 | Lasso Averaging Estimation (10-fold) incl. squared (numeric) variables |
| SL.mma | Wrapper for Mallows Model Averaging with all variables, on the subset of nested models |
| SL.mma.all | Wrapper for Mallows Model Averaging with all variables, on all possible models |
| SL.mma.int | Wrapper for Mallows Model Averaging incl. all 2-way interactions, on the subset of nested models |
| SL.mma2 | Wrapper for Mallows Model Averaging incl. squared (numeric) variables, on the subset of nested models |