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std.causal.forest
Causal forest built on doubly-robust pseudo-outcomes, layered on
std.ml.forest.
(import std.causal.forest)
| Symbol | Description |
|---|---|
(forest:fit-causal-forest data y x cols . opts) | Fit a causal forest. Options: 'n-trees, 'min-leaf, 'max-depth, 'mtry, 'seed. |
(forest:predict-cate model rows cols) | Predicted CATE per row. |
(forest:variable-importance model) | Per-feature importance scores. |
(forest:local-aipw model row cols) | Local AIPW estimate at a single row. |