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6 changes: 3 additions & 3 deletions R/double_ml.R
Original file line number Diff line number Diff line change
Expand Up @@ -378,7 +378,7 @@ DoubleML = R6Class("DoubleML",
}

# ml estimation of nuisance models and computation of psi elements
res = private$ml_nuisance_and_score_elements(private$get__smpls())
res = private$nuisance_est(private$get__smpls())
private$psi_a_[, private$i_rep, private$i_treat] = res$psi_a
private$psi_b_[, private$i_rep, private$i_treat] = res$psi_b
if (store_predictions) {
Expand Down Expand Up @@ -814,7 +814,7 @@ DoubleML = R6Class("DoubleML",
if (tune_on_folds) {
for (i_rep in 1:self$n_rep) {
private$i_rep = i_rep
param_tuning = private$ml_nuisance_tuning(
param_tuning = private$nuisance_tuning(
private$get__smpls(),
param_set, tune_settings, tune_on_folds)
private$tuning_res_[[i_treat]][[i_rep]] = param_tuning
Expand All @@ -833,7 +833,7 @@ DoubleML = R6Class("DoubleML",
}
} else {
private$i_rep = 1
param_tuning = private$ml_nuisance_tuning(
param_tuning = private$nuisance_tuning(
private$get__smpls(),
param_set, tune_settings, tune_on_folds)
private$tuning_res_[[i_treat]] = param_tuning
Expand Down
4 changes: 2 additions & 2 deletions R/double_ml_iivm.R
Original file line number Diff line number Diff line change
Expand Up @@ -276,7 +276,7 @@ DoubleMLIIVM = R6Class("DoubleMLIIVM",
"ml_r1" = nuisance)
invisible(self)
},
ml_nuisance_and_score_elements = function(smpls, ...) {
nuisance_est = function(smpls, ...) {

if (self$subgroups$always_takers == FALSE &
self$subgroups$never_takers == FALSE) {
Expand Down Expand Up @@ -396,7 +396,7 @@ DoubleMLIIVM = R6Class("DoubleMLIIVM",
}
return(psis)
},
ml_nuisance_tuning = function(smpls, param_set, tune_settings,
nuisance_tuning = function(smpls, param_set, tune_settings,
tune_on_folds, ...) {

if (!tune_on_folds) {
Expand Down
4 changes: 2 additions & 2 deletions R/double_ml_irm.R
Original file line number Diff line number Diff line change
Expand Up @@ -214,7 +214,7 @@ DoubleMLIRM = R6Class("DoubleMLIRM",
"ml_m" = nuisance)
invisible(self)
},
ml_nuisance_and_score_elements = function(smpls, ...) {
nuisance_est = function(smpls, ...) {

cond_smpls = get_cond_samples(
smpls,
Expand Down Expand Up @@ -303,7 +303,7 @@ DoubleMLIRM = R6Class("DoubleMLIRM",
}
return(psis)
},
ml_nuisance_tuning = function(smpls, param_set, tune_settings,
nuisance_tuning = function(smpls, param_set, tune_settings,
tune_on_folds, ...) {

if (!tune_on_folds) {
Expand Down
28 changes: 14 additions & 14 deletions R/double_ml_pliv.R
Original file line number Diff line number Diff line change
Expand Up @@ -444,22 +444,22 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
names(private$params_) = param_names
invisible(self)
},
ml_nuisance_and_score_elements = function(smpls, ...) {
nuisance_est = function(smpls, ...) {
if (self$partialX & !self$partialZ) {
res = private$ml_nuisance_and_score_elements_partialX(smpls, ...)
res = private$nuisance_est_partialX(smpls, ...)

} else if (!self$partialX & self$partialZ) {
res = private$ml_nuisance_and_score_elements_partialZ(smpls, ...)
res = private$nuisance_est_partialZ(smpls, ...)

} else if (self$partialX & self$partialZ) {
res = private$ml_nuisance_and_score_elements_partialXZ(smpls, ...)
res = private$nuisance_est_partialXZ(smpls, ...)

}

return(res)
},

ml_nuisance_and_score_elements_partialX = function(smpls, ...) {
nuisance_est_partialX = function(smpls, ...) {

l_hat = dml_cv_predict(self$learner$ml_l,
c(self$data$x_cols, self$data$other_treat_cols),
Expand Down Expand Up @@ -602,7 +602,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
}
return(psis)
},
ml_nuisance_and_score_elements_partialXZ = function(smpls, ...) {
nuisance_est_partialXZ = function(smpls, ...) {

l_hat = dml_cv_predict(self$learner$ml_l,
c(self$data$x_cols, self$data$other_treat_cols),
Expand Down Expand Up @@ -674,7 +674,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
return(res)
},

ml_nuisance_and_score_elements_partialZ = function(smpls, ...) {
nuisance_est_partialZ = function(smpls, ...) {

# nuisance r

Expand Down Expand Up @@ -712,22 +712,22 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
},


ml_nuisance_tuning = function(smpls, param_set, tune_settings,
nuisance_tuning = function(smpls, param_set, tune_settings,
tune_on_folds, ...) {
if (self$partialX & !self$partialZ) {
res = private$ml_nuisance_tuning_partialX(
res = private$nuisance_tuning_partialX(
smpls, param_set,
tune_settings,
tune_on_folds, ...)

} else if (!self$partialX & self$partialZ) {
res = private$ml_nuisance_tuning_partialZ(
res = private$nuisance_tuning_partialZ(
smpls, param_set,
tune_settings,
tune_on_folds, ...)

} else if (self$partialX & self$partialZ) {
res = private$ml_nuisance_tuning_partialXZ(
res = private$nuisance_tuning_partialXZ(
smpls, param_set,
tune_settings,
tune_on_folds, ...)
Expand All @@ -736,7 +736,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
return(res)
},

ml_nuisance_tuning_partialX = function(smpls, param_set,
nuisance_tuning_partialX = function(smpls, param_set,
tune_settings, tune_on_folds, ...) {

if (!tune_on_folds) {
Expand Down Expand Up @@ -892,7 +892,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",

},

ml_nuisance_tuning_partialXZ = function(smpls, param_set,
nuisance_tuning_partialXZ = function(smpls, param_set,
tune_settings, tune_on_folds, ...) {

if (!tune_on_folds) {
Expand Down Expand Up @@ -968,7 +968,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
return(tuning_result)
},

ml_nuisance_tuning_partialZ = function(smpls, param_set,
nuisance_tuning_partialZ = function(smpls, param_set,
tune_settings, tune_on_folds, ...) {
if (!tune_on_folds) {
data_tune_list = list(self$data$data_model)
Expand Down
4 changes: 2 additions & 2 deletions R/double_ml_plr.R
Original file line number Diff line number Diff line change
Expand Up @@ -379,7 +379,7 @@ DoubleMLPLR = R6Class("DoubleMLPLR",
invisible(self)
},

ml_nuisance_and_score_elements = function(smpls, ...) {
nuisance_est = function(smpls, ...) {

l_hat = dml_cv_predict(self$learner$ml_l,
c(self$data$x_cols, self$data$other_treat_cols),
Expand Down Expand Up @@ -459,7 +459,7 @@ DoubleMLPLR = R6Class("DoubleMLPLR",
}
return(psis)
},
ml_nuisance_tuning = function(smpls, param_set, tune_settings,
nuisance_tuning = function(smpls, param_set, tune_settings,
tune_on_folds, ...) {

if (!tune_on_folds) {
Expand Down
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