Update results from script: scripts/ssm/ssm_mar_ate.py

Author: github-actions

results/ssm/ssm_mar_ate_config.yml

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+simulation_parameters:
+  repetitions: 1000
+  max_runtime: 19800
+  random_seed: 42
+  n_jobs: -2
+dgp_parameters:
+  theta:
+  - 1.0
+  n_obs:
+  - 500
+  dim_x:
+  - 20
+learner_definitions:
+  lasso: &id001
+    name: LassoCV
+  logit: &id002
+    name: Logistic
+  rfr: &id003
+    name: RF Regr.
+    params:
+      n_estimators: 200
+      max_features: 20
+      max_depth: 5
+      min_samples_leaf: 2
+  rfc: &id004
+    name: RF Clas.
+    params:
+      n_estimators: 200
+      max_features: 20
+      max_depth: 5
+      min_samples_leaf: 2
+  lgbmr: &id005
+    name: LGBM Regr.
+    params:
+      n_estimators: 500
+      learning_rate: 0.01
+  lgbmc: &id006
+    name: LGBM Clas.
+    params:
+      n_estimators: 500
+      learning_rate: 0.01
+dml_parameters:
+  learners:
+  - ml_g: *id001
+    ml_m: *id002
+    ml_pi: *id002
+  - ml_g: *id003
+    ml_m: *id004
+    ml_pi: *id004
+  - ml_g: *id001
+    ml_m: *id004
+    ml_pi: *id004
+  - ml_g: *id003
+    ml_m: *id002
+    ml_pi: *id004
+  - ml_g: *id003
+    ml_m: *id004
+    ml_pi: *id002
+  - ml_g: *id005
+    ml_m: *id006
+    ml_pi: *id006
+  - ml_g: *id001
+    ml_m: *id006
+    ml_pi: *id006
+  - ml_g: *id005
+    ml_m: *id002
+    ml_pi: *id006
+  - ml_g: *id005
+    ml_m: *id006
+    ml_pi: *id002
+confidence_parameters:
+  level:
+  - 0.95
+  - 0.9

results/ssm/ssm_mar_ate_coverage.csv

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+Learner g,Learner m,Learner pi,level,Coverage,CI Length,Bias,repetition
+LGBM Regr.,LGBM Clas.,LGBM Clas.,0.9,0.934,1.0713352028098442,0.24591485806272242,1000
+LGBM Regr.,LGBM Clas.,LGBM Clas.,0.95,0.981,1.2765746316095508,0.24591485806272242,1000
+LGBM Regr.,LGBM Clas.,Logistic,0.9,0.939,0.9131848507685725,0.21223789879924182,1000
+LGBM Regr.,LGBM Clas.,Logistic,0.95,0.972,1.088126863939359,0.21223789879924182,1000
+LGBM Regr.,Logistic,LGBM Clas.,0.9,0.933,0.7703469411630964,0.17142872246581048,1000
+LGBM Regr.,Logistic,LGBM Clas.,0.95,0.972,0.9179249968148138,0.17142872246581048,1000
+LassoCV,LGBM Clas.,LGBM Clas.,0.9,0.947,1.0364590345690332,0.2359720559564468,1000
+LassoCV,LGBM Clas.,LGBM Clas.,0.95,0.982,1.2350171139370278,0.2359720559564468,1000
+LassoCV,Logistic,Logistic,0.9,0.926,0.5826714123685559,0.12863481417003114,1000
+LassoCV,Logistic,Logistic,0.95,0.965,0.6942958110990313,0.12863481417003114,1000
+LassoCV,RF Clas.,RF Clas.,0.9,0.919,0.5111034002250002,0.11799184761111325,1000
+LassoCV,RF Clas.,RF Clas.,0.95,0.956,0.6090172647602495,0.11799184761111325,1000
+RF Regr.,Logistic,RF Clas.,0.9,0.923,0.5773836889150485,0.13144778185362027,1000
+RF Regr.,Logistic,RF Clas.,0.95,0.963,0.687995099984517,0.13144778185362027,1000
+RF Regr.,RF Clas.,Logistic,0.9,0.923,0.5549423867573083,0.1256504508256171,1000
+RF Regr.,RF Clas.,Logistic,0.95,0.958,0.6612546391467519,0.1256504508256171,1000
+RF Regr.,RF Clas.,RF Clas.,0.9,0.922,0.5213838221703648,0.12121755103534768,1000
+RF Regr.,RF Clas.,RF Clas.,0.95,0.961,0.6212671430647002,0.12121755103534768,1000

results/ssm/ssm_mar_ate_metadata.csv

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+DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
+0.11.dev0,SSMMarATECoverageSimulation,2025-06-05 21:15,251.25987704992295,3.12.3,scripts/ssm/ssm_mar_ate_config.yml