Update results from script: scripts/plm/plr_ate_sensitivity.py

Author: github-actions

results/plm/plr_ate_sensitivity_coverage.csv

@@ -1,29 +1,29 @@
 Learner g,Learner m,Score,level,Coverage,CI Length,Bias,Coverage (Lower),Coverage (Upper),RV,RVa,Bias (Lower),Bias (Upper),repetition
-LGBM Regr.,LGBM Regr.,IV-type,0.9,0.368,1.4130276149295062,0.7776955695629277,1.0,0.982,0.10569278411287723,0.03437123296145821,1.4768525799432917,0.2832048367486087,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.563,1.6837262532321802,0.7776955695629277,1.0,0.998,0.10569278411287723,0.019957945209223452,1.4768525799432917,0.2832048367486087,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.197,1.1036170641107683,0.7533205172861593,1.0,0.958,0.10286020512445486,0.04477468564587913,1.4517378970695347,0.2701072971745142,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.328,1.3150408418953825,0.7533205172861593,1.0,0.99,0.10286020512445486,0.03092531289089865,1.4517378970695347,0.2701072971745142,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.014,1.5210602294429545,1.4722376739129348,1.0,0.342,0.187052732232324,0.11154145891103627,2.206841524080496,0.739838040136095,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.04,1.8124550532497785,1.4722376739129348,1.0,0.575,0.187052732232324,0.09125786643830988,2.206841524080496,0.739838040136095,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.034,1.5172192685496437,1.3331950868658557,1.0,0.531,0.17262748934729075,0.09662159553237581,2.0626429964650645,0.6088611336020913,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.078,1.8078782660551218,1.3331950868658557,1.0,0.762,0.17262748934729075,0.07659278737534501,2.0626429964650645,0.6088611336020913,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.727,2.5003353511715347,1.0260691972678968,1.0,1.0,0.06857830803361809,0.011046690191865164,2.5350733610969094,0.5855739867516375,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.914,2.979333332322765,1.0260691972678968,1.0,1.0,0.06857830803361809,0.0035042749813071943,2.5350733610969094,0.5855739867516375,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.615,1.973225997239198,0.9037599801630222,1.0,1.0,0.06019148976457814,0.012246879030501567,2.4255092285847315,0.6577299295472866,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.843,2.3512437973674243,0.9037599801630222,1.0,1.0,0.06019148976457814,0.004551378899486863,2.4255092285847315,0.6577299295472866,1000
-LassoCV,LassoCV,IV-type,0.9,0.0,2.5820016214137116,4.838779530934393,1.0,0.0,0.28187825138701833,0.22320708072953266,6.368225438871106,3.30933362299768,1000
-LassoCV,LassoCV,IV-type,0.95,0.0,3.0766446953545254,4.838779530934393,1.0,0.003,0.28187825138701833,0.206643225402766,6.368225438871106,3.30933362299768,1000
-LassoCV,LassoCV,partialling out,0.9,0.0,2.5944192749771635,4.839449418123379,1.0,0.0,0.28195693686484097,0.22305576047709652,6.368580044140921,3.310318792105836,1000
-LassoCV,LassoCV,partialling out,0.95,0.0,3.0914412422071287,4.839449418123379,1.0,0.002,0.28195693686484097,0.20641944500724754,6.368580044140921,3.310318792105836,1000
-LassoCV,RF Regr.,IV-type,0.9,0.034,2.2222779007979443,1.7226837360974696,1.0,0.995,0.10364150401296536,0.05138172074220209,3.374968636682733,0.32715566226404,1000
-LassoCV,RF Regr.,IV-type,0.95,0.103,2.64800744445314,1.7226837360974696,1.0,1.0,0.10364150401296536,0.037132422693584015,3.374968636682733,0.32715566226404,1000
-LassoCV,RF Regr.,partialling out,0.9,0.035,2.2533857956321035,1.6792356777739657,1.0,1.0,0.09954267183056487,0.047435746708649605,3.3588540806778853,0.30700691066074626,1000
-LassoCV,RF Regr.,partialling out,0.95,0.11,2.6850747874135052,1.6792356777739657,1.0,1.0,0.09954267183056487,0.0333052565732053,3.3588540806778853,0.30700691066074626,1000
-RF Regr.,LassoCV,IV-type,0.9,0.0,1.9800532348609368,2.5041605666150644,1.0,0.144,0.18842514397775142,0.13205735930879128,3.7588870533546057,1.2494340798755232,1000
-RF Regr.,LassoCV,IV-type,0.95,0.005,2.3593789527595215,2.5041605666150644,1.0,0.294,0.18842514397775142,0.11595339829359219,3.7588870533546057,1.2494340798755232,1000
-RF Regr.,LassoCV,partialling out,0.9,0.005,1.9561724875919793,2.209385831886938,1.0,0.325,0.16805094604382914,0.11184890983268013,3.467500132832606,0.9528194804323791,1000
-RF Regr.,LassoCV,partialling out,0.95,0.015,2.330923287280151,2.209385831886938,1.0,0.522,0.16805094604382914,0.09578872123641222,3.467500132832606,0.9528194804323791,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.018,1.7756936336340403,1.638643743950897,1.0,0.895,0.1205058848458396,0.07010915091220656,2.969811795319561,0.4176089431455293,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.051,2.115869468549653,1.638643743950897,1.0,0.975,0.1205058848458396,0.05597430765776451,2.969811795319561,0.4176089431455293,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.021,1.7681560091268151,1.6030275360920991,1.0,0.928,0.11767370266913284,0.06767629996605996,2.93989420524225,0.37430263781731266,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.061,2.106887834973826,1.6030275360920991,1.0,0.984,0.11767370266913284,0.05366553030606561,2.93989420524225,0.37430263781731266,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.359,1.3755861250755959,0.7533817675308617,1.0,0.983,0.10444003719792545,0.03319588065777179,1.4454211498085776,0.26049409728823314,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.566,1.6391119663201015,0.7533817675308617,1.0,0.999,0.10444003719792545,0.018658743299259112,1.4454211498085776,0.26049409728823314,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.197,1.0680881308927423,0.7347354428810158,1.0,0.964,0.10198131802798086,0.0443414010278968,1.4282242316249965,0.25229952777929987,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.324,1.2727055067777409,0.7347354428810158,1.0,0.992,0.10198131802798086,0.030840462791778402,1.4282242316249965,0.25229952777929987,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.015,1.4891617522492961,1.4488819159319037,1.0,0.378,0.18561743623652635,0.11029731701869455,2.1807608786019643,0.7221920339148978,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.042,1.7744456733044545,1.4488819159319037,1.0,0.601,0.18561743623652635,0.090030878628444,2.1807608786019643,0.7221920339148978,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.024,1.4917502052656801,1.3221204315783734,1.0,0.541,0.17228087019571867,0.09619454723796686,2.049489609674191,0.5997556153052517,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.073,1.7775300053110592,1.3221204315783734,1.0,0.761,0.17228087019571867,0.07583850420764672,2.049489609674191,0.5997556153052517,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.73,2.479560595815695,1.0346426864763705,1.0,1.0,0.06920738865206702,0.011540810801436563,2.5443047864136346,0.5569471732424347,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.893,2.954578684481825,1.0346426864763705,1.0,1.0,0.06920738865206702,0.0038983537654415056,2.5443047864136346,0.5569471732424347,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.632,1.9605167535420611,0.8992111659887163,1.0,1.0,0.05998295861547946,0.012000973566668068,2.4210030177077586,0.6440835936658005,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.835,2.336099799440206,0.8992111659887163,1.0,1.0,0.05998295861547946,0.004434166638410146,2.4210030177077586,0.6440835936658005,1000
+LassoCV,LassoCV,IV-type,0.9,0.0,2.5703372661953776,4.865260754822335,1.0,0.0,0.2830286662624298,0.22439945551293977,6.395774925585079,3.334746584059591,1000
+LassoCV,LassoCV,IV-type,0.95,0.0,3.062745758843568,4.865260754822335,1.0,0.0,0.2830286662624298,0.2078827373214068,6.395774925585079,3.334746584059591,1000
+LassoCV,LassoCV,partialling out,0.9,0.0,2.58639958016462,4.867314618361354,1.0,0.0,0.28309171431147057,0.22417951908385741,6.398064076377938,3.336565160344769,1000
+LassoCV,LassoCV,partialling out,0.95,0.0,3.0818851864329013,4.867314618361354,1.0,0.0,0.28309171431147057,0.2075756117099462,6.398064076377938,3.336565160344769,1000
+LassoCV,RF Regr.,IV-type,0.9,0.03,2.201968880538331,1.7117879345092915,1.0,0.994,0.10304348206977468,0.05118734638448726,3.365492564732171,0.3138790534461325,1000
+LassoCV,RF Regr.,IV-type,0.95,0.099,2.623807754208416,1.7117879345092915,1.0,1.0,0.10304348206977468,0.0369081382284807,3.365492564732171,0.3138790534461325,1000
+LassoCV,RF Regr.,partialling out,0.9,0.033,2.2330906910397963,1.656734265754782,1.0,0.998,0.0982817284966058,0.04650603557240649,3.3380373315922904,0.30299233007013754,1000
+LassoCV,RF Regr.,partialling out,0.95,0.13,2.6608916787091044,1.656734265754782,1.0,0.999,0.0982817284966058,0.032237308880055986,3.3380373315922904,0.30299233007013754,1000
+RF Regr.,LassoCV,IV-type,0.9,0.001,1.951602488934002,2.496369543889771,1.0,0.149,0.1882495178000821,0.13226664609458022,3.749193574131233,1.2443559351590099,1000
+RF Regr.,LassoCV,IV-type,0.95,0.004,2.325477798008481,2.496369543889771,1.0,0.283,0.1882495178000821,0.11629352945863138,3.749193574131233,1.2443559351590099,1000
+RF Regr.,LassoCV,partialling out,0.9,0.002,1.9227923312991766,2.18289621236076,1.0,0.321,0.16667394665087393,0.11098639679899193,3.4384927296936114,0.928664433523872,1000
+RF Regr.,LassoCV,partialling out,0.95,0.01,2.291148377792633,2.18289621236076,1.0,0.566,0.16667394665087393,0.09505438614556037,3.4384927296936114,0.928664433523872,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.015,1.7421619533890125,1.6093123421586957,1.0,0.903,0.1189984467466679,0.06912583869905706,2.9380563428464184,0.3931839897902748,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.051,2.0759140071368507,1.6093123421586957,1.0,0.967,0.1189984467466679,0.05511967656630338,2.9380563428464184,0.3931839897902748,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.013,1.7368870337302156,1.5939873207774409,1.0,0.931,0.1174689960814369,0.06795129356233286,2.9287971865967988,0.37330009521026997,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.047,2.0696285526847444,1.5939873207774409,1.0,0.976,0.1174689960814369,0.05405509596164712,2.9287971865967988,0.37330009521026997,1000

results/plm/plr_ate_sensitivity_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.11.dev0,PLRATESensitivityCoverageSimulation,2025-09-08 10:23,225.26507600943248,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml
+0.11.dev0,PLRATESensitivityCoverageSimulation,2025-11-17 12:27,224.5860997915268,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml