new cov res

Author: SvenKlaassen

results/plm/plr_ate_coverage.csv

@@ -1,21 +1,21 @@
-Learner g,Learner m,Score,level,Coverage,CI Length,Bias
-LGBM,LGBM,IV-type,0.9,0.881,0.16045495852616187,0.041395241786732526
-LGBM,LGBM,IV-type,0.95,0.929,0.19119387567330545,0.041395241786732526
-LGBM,LGBM,partialling out,0.9,0.843,0.14699796562424566,0.042234936165735856
-LGBM,LGBM,partialling out,0.95,0.91,0.17515887961298732,0.042234936165735856
-Lasso,Lasso,IV-type,0.9,0.88,0.139906736409111,0.03566583231811613
-Lasso,Lasso,IV-type,0.95,0.935,0.16670915883537538,0.03566583231811613
-Lasso,Lasso,partialling out,0.9,0.895,0.14682161377285347,0.03567834426028154
-Lasso,Lasso,partialling out,0.95,0.94,0.1749487434211267,0.03567834426028154
-Lasso,Random Forest,IV-type,0.9,0.886,0.14706644661357227,0.03746782142897475
-Lasso,Random Forest,IV-type,0.95,0.94,0.17524047974475984,0.03746782142897475
-Lasso,Random Forest,partialling out,0.9,0.806,0.14380399961661133,0.04440852985313324
-Lasso,Random Forest,partialling out,0.95,0.869,0.1713530343753106,0.04440852985313324
-Random Forest,Lasso,IV-type,0.9,0.878,0.14220975326271637,0.03662484099631004
-Random Forest,Lasso,IV-type,0.95,0.933,0.16945337267598382,0.03662484099631004
-Random Forest,Lasso,partialling out,0.9,0.893,0.15213074253257877,0.03746402925271374
-Random Forest,Lasso,partialling out,0.95,0.948,0.18127496053117625,0.03746402925271374
-Random Forest,Random Forest,IV-type,0.9,0.886,0.14967937696801667,0.037873686545345016
-Random Forest,Random Forest,IV-type,0.95,0.94,0.17835397829861846,0.037873686545345016
-Random Forest,Random Forest,partialling out,0.9,0.878,0.14693420687636086,0.03830834442193379
-Random Forest,Random Forest,partialling out,0.95,0.934,0.17508290637895235,0.03830834442193379
+Learner g,Learner m,Score,level,Coverage,CI Length,Bias,repetition
+LGBM,LGBM,IV-type,0.9,0.882,0.16071165852972294,0.04006345992726611,1000
+LGBM,LGBM,IV-type,0.95,0.938,0.19149975259363877,0.04006345992726611,1000
+LGBM,LGBM,partialling out,0.9,0.842,0.14721491277053025,0.042110152606416054,1000
+LGBM,LGBM,partialling out,0.95,0.906,0.17541738808225127,0.042110152606416054,1000
+Lasso,Lasso,IV-type,0.9,0.866,0.14050109787041962,0.03660923399902996,1000
+Lasso,Lasso,IV-type,0.95,0.915,0.16741738419894311,0.03660923399902996,1000
+Lasso,Lasso,partialling out,0.9,0.879,0.1474715771739181,0.03630990507775283,1000
+Lasso,Lasso,partialling out,0.95,0.931,0.17572322258236175,0.03630990507775283,1000
+Lasso,Random Forest,IV-type,0.9,0.886,0.1474535680840687,0.03770184842456424,1000
+Lasso,Random Forest,IV-type,0.95,0.939,0.17570176342823354,0.03770184842456424,1000
+Lasso,Random Forest,partialling out,0.9,0.785,0.14384571087180478,0.045773052530728796,1000
+Lasso,Random Forest,partialling out,0.95,0.883,0.17140273640142992,0.045773052530728796,1000
+Random Forest,Lasso,IV-type,0.9,0.879,0.14285466535066815,0.036599158846521436,1000
+Random Forest,Lasso,IV-type,0.95,0.93,0.17022183282640022,0.036599158846521436,1000
+Random Forest,Lasso,partialling out,0.9,0.892,0.15286076950172306,0.03825604774970179,1000
+Random Forest,Lasso,partialling out,0.95,0.939,0.1821448413180263,0.03825604774970179,1000
+Random Forest,Random Forest,IV-type,0.9,0.885,0.15036250130159673,0.037935837399518176,1000
+Random Forest,Random Forest,IV-type,0.95,0.944,0.17916797114809854,0.037935837399518176,1000
+Random Forest,Random Forest,partialling out,0.9,0.881,0.14718055225415835,0.03854156805613427,1000
+Random Forest,Random Forest,partialling out,0.95,0.934,0.17537644500167823,0.03854156805613427,1000

results/plm/plr_ate_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.10.dev0,PLRATECoverageSimulation,2025-03-21 15:10,12.47926504611969,3.12.9,scripts/plm/plr_ate_config.yml
+0.10.dev0,PLRATECoverageSimulation,2025-03-21 17:43,12.395700534184774,3.12.9,scripts/plm/plr_ate_config.yml