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Merged
PhilippBach merged 3 commits into from
Mar 28, 2023
Merged

Update Replication Code #7

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25f2964
Merge branch 'main' into p-upd-repl-materials
PhilippBach Mar 28, 2023
5041c4d
PhilippBach Mar 28, 2023
1c300bd
PhilippBach Mar 28, 2023
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19 changes: 13 additions & 6 deletions Code/sim_iivm.R
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Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,12 @@ library(doRNG)
# Create a new directory plus subdirectories
dir.create("simresults")
dir.create("simresults/iivm")
dir.create("Figures")

save_plot = FALSE

if (save_plot) {
dir.create("Figures")
}

date = Sys.Date()
learner_name = "regr.cv_glmnet"
Expand Down Expand Up @@ -93,11 +98,13 @@ g_iivm = ggplot(df_iivm, aes(x = coef_resc)) +

g_iivm

ggsave(filename = paste0("Figures/densplot_IIVM_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_iivm)
if (save_plot) {
ggsave(filename = paste0("Figures/densplot_IIVM_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_iivm)
}

results_summary = data.table(
"learner" = learner_name,
Expand Down
20 changes: 13 additions & 7 deletions Code/sim_irm.R
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Expand Up @@ -12,7 +12,12 @@ library(doRNG)
# Create a new directory plus subdirectories
dir.create("simresults")
dir.create("simresults/irm")
dir.create("Figures")

save_plot = FALSE

if (save_plot) {
dir.create("Figures")
}

date = Sys.Date()
learner_name = "regr.cv_glmnet"
Expand Down Expand Up @@ -93,12 +98,13 @@ g_est = ggplot(df, aes(x = coef_resc)) +

g_est

ggsave(filename = paste0("Figures/densplot_IRM_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)

if (save_plot) {
ggsave(filename = paste0("Figures/densplot_IRM_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)
}
results_summary = data.table(
"learner" = learner_name,
"n_folds" = n_folds,
Expand Down
21 changes: 13 additions & 8 deletions Code/sim_plivX.R
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Expand Up @@ -12,7 +12,12 @@ library(doRNG)
# Create a new directory plus subdirectories
dir.create("simresults")
dir.create("simresults/pliv")
dir.create("Figures")

save_plot = FALSE

if (save_plot) {
dir.create("Figures")
}

date = Sys.Date()
learner_name = "regr.cv_glmnet"
Expand Down Expand Up @@ -89,13 +94,13 @@ g_est = ggplot(df, aes(x = coef_resc)) +

g_est


ggsave(filename = paste0("Figures/densplot_PLIV_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)

if (save_plot) {
ggsave(filename = paste0("Figures/densplot_PLIV_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)
}

results_summary = data.table(
"learner" = learner_name,
Expand Down
20 changes: 14 additions & 6 deletions Code/sim_plr.R
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Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,12 @@ library(doRNG)
# Create a new directory plus subdirectories
dir.create("simresults")
dir.create("simresults/plr")
dir.create("Figures")

save_plot = FALSE

if (save_plot) {
dir.create("Figures")
}

date = Sys.Date()
learner_name = "regr.ranger"
Expand Down Expand Up @@ -96,11 +101,14 @@ g_est = ggplot(df, aes(x = coef_resc)) +

g_est

ggsave(filename = paste0("Figures/densplot_PLR_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)
if (save_plot) {

ggsave(filename = paste0("Figures/densplot_PLR_", n_obs, "_", dim_x, "_",
"_", dml_procedure, "_", n_folds,
"_", n_rep_folds, "_", learner_name, "_", R,
"_", alpha, ".pdf"),
plot = g_est)
}

results_summary = data.table(
"learner" = learner_name,
Expand Down