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,0.9,0.359,1.3755861250755959,0.7533817675308617,1.0,0.983,0.10444003719792545,0.03319588065777179,1.4454211498085776,0.26049409728823314,1000
-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
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.421,1.3976511350473353,0.7467964250024092,1.0,0.987,0.10290839957959286,0.031490519586569884,1.4404253946326935,0.2795318845446421,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.603,1.6654040473627647,0.7467964250024092,1.0,0.994,0.10290839957959286,0.017696866745516855,1.4404253946326935,0.2795318845446421,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.192,1.102290427161417,0.7410606150892608,1.0,0.974,0.10272589638995315,0.04391069909187329,1.4345048247464856,0.251626505274024,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.322,1.313460056469443,0.7410606150892608,1.0,0.995,0.10272589638995315,0.03006796975885084,1.4345048247464856,0.251626505274024,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.014,1.509085669359172,1.4539598882028426,1.0,0.366,0.18611240379020022,0.11033278480181255,2.1857839931874423,0.7279169255468876,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.046,1.7981864848432254,1.4539598882028426,1.0,0.594,0.18611240379020022,0.08990359936209669,2.1857839931874423,0.7279169255468876,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.035,1.507921245387843,1.3159744755105507,1.0,0.549,0.17172124099290512,0.0951449003773672,2.0419784435742567,0.5943030774757848,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.08,1.7967989881023936,1.3159744755105507,1.0,0.771,0.17172124099290512,0.0748164416512186,2.0419784435742567,0.5943030774757848,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.726,2.4983280456112573,1.026175519781805,1.0,1.0,0.0687018781764579,0.01120762678999437,2.535249747799531,0.567952628278145,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.903,2.976941480221371,1.026175519781805,1.0,1.0,0.0687018781764579,0.0036246937120926154,2.535249747799531,0.567952628278145,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.607,1.966778043542478,0.9043657907050859,1.0,1.0,0.06031903912908668,0.012377995755699906,2.426212574731265,0.6422721718417567,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.832,2.3435605866473455,0.9043657907050859,1.0,1.0,0.06031903912908668,0.004604329422567183,2.426212574731265,0.6422721718417567,1000
+LassoCV,LassoCV,IV-type,0.9,0.0,2.571731206770743,4.8737377482499245,1.0,0.0,0.28348151920253006,0.22518977741829715,6.4038522831761675,3.343623213323681,1000
+LassoCV,LassoCV,IV-type,0.95,0.0,3.0644067414863634,4.8737377482499245,1.0,0.001,0.28348151920253006,0.208728038503683,6.4038522831761675,3.343623213323681,1000
+LassoCV,LassoCV,partialling out,0.9,0.0,2.5851741127390566,4.874876663212447,1.0,0.0,0.28345112594648986,0.22493068632003588,6.405508112416897,3.344245214007996,1000
+LassoCV,LassoCV,partialling out,0.95,0.0,3.0804249519299787,4.874876663212447,1.0,0.001,0.28345112594648986,0.20839886362292398,6.405508112416897,3.344245214007996,1000
+LassoCV,RF Regr.,IV-type,0.9,0.037,2.2221799551660677,1.7160440423474188,1.0,0.996,0.10324506511335448,0.050995875886257494,3.369265659703337,0.3191854379820456,1000
+LassoCV,RF Regr.,IV-type,0.95,0.102,2.647890735034274,1.7160440423474188,1.0,1.0,0.10324506511335448,0.0366867084756369,3.369265659703337,0.3191854379820456,1000
+LassoCV,RF Regr.,partialling out,0.9,0.047,2.2521751990434016,1.6622447383497525,1.0,0.999,0.09850976200308284,0.04641917011881089,3.343887329180081,0.29505795733293616,1000
+LassoCV,RF Regr.,partialling out,0.95,0.128,2.6836322726056316,1.6622447383497525,1.0,1.0,0.09850976200308284,0.0322205738296689,3.343887329180081,0.29505795733293616,1000
+RF Regr.,LassoCV,IV-type,0.9,0.001,1.9711202298359545,2.4918741008270446,1.0,0.144,0.1879831825557554,0.1316596199671192,3.7439258798736605,1.2404389514158414,1000
+RF Regr.,LassoCV,IV-type,0.95,0.004,2.348734620743712,2.4918741008270446,1.0,0.291,0.1879831825557554,0.11556104506319523,3.7439258798736605,1.2404389514158414,1000
+RF Regr.,LassoCV,partialling out,0.9,0.005,1.9387654117166035,2.180283691840108,1.0,0.33,0.16645777455701985,0.11047766645086829,3.435461938620182,0.9269126964214449,1000
+RF Regr.,LassoCV,partialling out,0.95,0.009,2.3101814770467843,2.180283691840108,1.0,0.565,0.16645777455701985,0.09449083263428158,3.435461938620182,0.9269126964214449,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.026,1.7732461193193343,1.6256342448094874,1.0,0.896,0.12001444083856587,0.0694389840407145,2.9550164404884054,0.4058056479339932,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.061,2.1129530753643446,1.6256342448094874,1.0,0.966,0.12001444083856587,0.0553030741582177,2.9550164404884054,0.4058056479339932,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.025,1.766885805915271,1.5903668070720287,1.0,0.918,0.11721222343827108,0.06696849029772275,2.923581829825191,0.38139692141605425,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.072,2.1053742944940645,1.5903668070720287,1.0,0.976,0.11721222343827108,0.05288881709860531,2.923581829825191,0.38139692141605425,1000

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,2025-11-17 12:27,224.5860997915268,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml
+0.12.dev0,PLRATESensitivityCoverageSimulation,2025-12-04 20:58,228.5057456254959,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml