mirror of
https://github.com/prise6/aVirtualTwins.git
synced 2024-05-13 21:26:33 +02:00
44 lines
1.4 KiB
R
44 lines
1.4 KiB
R
# VT.FOREST.DOUBLE --------------------------------------------------------
|
|
# IF RUNNING DOUBLE FOREST COMPUTATION
|
|
|
|
VT.forest.double <- setRefClass(
|
|
Class = "VT.forest.double",
|
|
|
|
contains = "VT.forest",
|
|
|
|
fields = list(
|
|
model_trt1 = "ANY",
|
|
model_trt0 = "ANY"
|
|
),
|
|
|
|
methods = list(
|
|
initialize = function(vt.object, model_trt1, model_trt0, ...){
|
|
.self$checkModel(model_trt1)
|
|
.self$checkModel(model_trt0)
|
|
|
|
.self$model_trt1 <- model_trt1
|
|
.self$model_trt0 <- model_trt0
|
|
|
|
callSuper(vt.object, ...)
|
|
},
|
|
|
|
computeTwin1 = function(){
|
|
# Model with treatment (1)
|
|
.self$twin1[.self$vt.object$data[, 2] == 1] <- VT.predict(rfor = .self$model_trt1, type = .self$vt.object$type)
|
|
|
|
# Model without treatment (0)
|
|
.self$twin1[vt.object$data[, 2] == 0] <- VT.predict(rfor = .self$model_trt0, type = .self$vt.object$type)
|
|
return(.self$twin1)
|
|
return(invisible(.self$twin1))
|
|
},
|
|
|
|
computeTwin2 = function(){
|
|
# Model with treatment (1)
|
|
.self$twin2[.self$vt.object$data[, 2] == 1] <- VT.predict(.self$model_trt0, newdata = .self$vt.object$getX(1, interactions = F), type = .self$vt.object$type)
|
|
|
|
# Model without treatment (0)
|
|
.self$twin2[.self$vt.object$data[, 2] == 0] <- VT.predict(.self$model_trt1, newdata = .self$vt.object$getX(0, interactions = F), type = .self$vt.object$type)
|
|
return(invisible(.self$twin2))
|
|
}
|
|
)
|
|
) |