Component-Wise Gradient Boosting after Multiple Imputation
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Documentation for package ‘booami’ version 0.1.0
Help Pages
| booami_predict | Predict with booami models |
| booami_sim | Example dataset for 'booami' (Gaussian, MAR) |
| cv_boost_imputed | Cross-validated boosting on already-imputed data |
| cv_boost_raw | Cross-Validated Component-Wise Gradient Boosting with Multiple Imputation Performed Inside Each Fold |
| impu_boost | Component-Wise Gradient Boosting Across Multiply Imputed Datasets |
| predict.booami | Predict from booami objects |
| predict.booami_cv | Predict from booami objects |
| predict.booami_multi | Predict from booami objects |
| predict.booami_pooled | Predict from booami objects |
| simulate_booami_data | Simulate a Booami Example Dataset with Missing Values |