@@ -444,22 +444,22 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
444444 names(private $ params_ ) = param_names
445445 invisible (self )
446446 },
447- ml_nuisance_and_score_elements = function (smpls , ... ) {
447+ nuisance_est = function (smpls , ... ) {
448448 if (self $ partialX & ! self $ partialZ ) {
449- res = private $ ml_nuisance_and_score_elements_partialX (smpls , ... )
449+ res = private $ nuisance_est_partialX (smpls , ... )
450450
451451 } else if (! self $ partialX & self $ partialZ ) {
452- res = private $ ml_nuisance_and_score_elements_partialZ (smpls , ... )
452+ res = private $ nuisance_est_partialZ (smpls , ... )
453453
454454 } else if (self $ partialX & self $ partialZ ) {
455- res = private $ ml_nuisance_and_score_elements_partialXZ (smpls , ... )
455+ res = private $ nuisance_est_partialXZ (smpls , ... )
456456
457457 }
458458
459459 return (res )
460460 },
461461
462- ml_nuisance_and_score_elements_partialX = function (smpls , ... ) {
462+ nuisance_est_partialX = function (smpls , ... ) {
463463
464464 l_hat = dml_cv_predict(self $ learner $ ml_l ,
465465 c(self $ data $ x_cols , self $ data $ other_treat_cols ),
@@ -602,7 +602,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
602602 }
603603 return (psis )
604604 },
605- ml_nuisance_and_score_elements_partialXZ = function (smpls , ... ) {
605+ nuisance_est_partialXZ = function (smpls , ... ) {
606606
607607 l_hat = dml_cv_predict(self $ learner $ ml_l ,
608608 c(self $ data $ x_cols , self $ data $ other_treat_cols ),
@@ -674,7 +674,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
674674 return (res )
675675 },
676676
677- ml_nuisance_and_score_elements_partialZ = function (smpls , ... ) {
677+ nuisance_est_partialZ = function (smpls , ... ) {
678678
679679 # nuisance r
680680
@@ -712,22 +712,22 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
712712 },
713713
714714
715- ml_nuisance_tuning = function (smpls , param_set , tune_settings ,
715+ nuisance_tuning = function (smpls , param_set , tune_settings ,
716716 tune_on_folds , ... ) {
717717 if (self $ partialX & ! self $ partialZ ) {
718- res = private $ ml_nuisance_tuning_partialX (
718+ res = private $ nuisance_tuning_partialX (
719719 smpls , param_set ,
720720 tune_settings ,
721721 tune_on_folds , ... )
722722
723723 } else if (! self $ partialX & self $ partialZ ) {
724- res = private $ ml_nuisance_tuning_partialZ (
724+ res = private $ nuisance_tuning_partialZ (
725725 smpls , param_set ,
726726 tune_settings ,
727727 tune_on_folds , ... )
728728
729729 } else if (self $ partialX & self $ partialZ ) {
730- res = private $ ml_nuisance_tuning_partialXZ (
730+ res = private $ nuisance_tuning_partialXZ (
731731 smpls , param_set ,
732732 tune_settings ,
733733 tune_on_folds , ... )
@@ -736,7 +736,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
736736 return (res )
737737 },
738738
739- ml_nuisance_tuning_partialX = function (smpls , param_set ,
739+ nuisance_tuning_partialX = function (smpls , param_set ,
740740 tune_settings , tune_on_folds , ... ) {
741741
742742 if (! tune_on_folds ) {
@@ -892,7 +892,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
892892
893893 },
894894
895- ml_nuisance_tuning_partialXZ = function (smpls , param_set ,
895+ nuisance_tuning_partialXZ = function (smpls , param_set ,
896896 tune_settings , tune_on_folds , ... ) {
897897
898898 if (! tune_on_folds ) {
@@ -968,7 +968,7 @@ DoubleMLPLIV = R6Class("DoubleMLPLIV",
968968 return (tuning_result )
969969 },
970970
971- ml_nuisance_tuning_partialZ = function (smpls , param_set ,
971+ nuisance_tuning_partialZ = function (smpls , param_set ,
972972 tune_settings , tune_on_folds , ... ) {
973973 if (! tune_on_folds ) {
974974 data_tune_list = list (self $ data $ data_model )
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