VT.forest.double: Difft by double random forest
In prise6/aVirtualTwins: Adaptation of Virtual Twins Method from Jared Foster

Description Details Fields Methods See Also

A reference class to compute twins via double random forests

VT.forest.double extends VT.forest.

E(Y|T = 1) if T_i = 1 is estimated by OOB predictions from model_trt1. E(Y|T = 0) if T_i = 0 is estimated by OOB predictions from model_trt0. This is what computeTwin1() does.

Then E(Y|T = 1) if T_i = 0 is estimated by model_trt1. Then E(Y|T = 0) if T_i = 1 is estimated by model_trt1. This is what computeTwin2() does.

model_trt1: a caret/RandomForest/randomForest object for treatment T = 1
model_trt0: a caret/RandomForest/randomForest object for treatment T = 0
...: field from parent class : VT.forest

computeTwin1(): Compute twin1 with OOB predictions from double forests. See details.
computeTwin2(): Compute twin2 by the other part of data in the other forest. See details.

VT.difft, VT.forest, VT.forest.one

prise6/aVirtualTwins documentation built on May 8, 2019, 6:50 p.m.