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,0.9,0.388,1.4093565939481743,0.7570214454341684,1.0,0.992,0.10345660369135473,0.03229286770316017,1.4538012313284263,0.2824074286090704,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.577,1.6793519619323294,0.7570214454341684,1.0,1.0,0.10345660369135473,0.018230572464796476,1.4538012313284263,0.2824074286090704,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.205,1.10817064601718,0.74843530520864,1.0,0.973,0.10230834250567276,0.04378686178903142,1.4469171977836348,0.26847190174256996,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.328,1.3204667694010184,0.74843530520864,1.0,0.995,0.10230834250567276,0.02998497094011609,1.4469171977836348,0.26847190174256996,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.02,1.521119145022205,1.4608769656478595,1.0,0.359,0.1858831134654844,0.10989835156011962,2.1959840483158897,0.7297672680739162,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.045,1.8125252554924385,1.4608769656478595,1.0,0.58,0.1858831134654844,0.08960405454511797,2.1959840483158897,0.7297672680739162,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.021,1.5093401960317487,1.3250609990655347,1.0,0.537,0.17222024016738868,0.09586170007661886,2.053549895430398,0.6003221955363113,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.079,1.7984897720799624,1.3250609990655347,1.0,0.765,0.17222024016738868,0.07549935380647549,2.053549895430398,0.6003221955363113,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.748,2.5133664291353095,1.0223715401643154,1.0,1.0,0.06817434769512887,0.010427835528562208,2.534255845067475,0.5860957184805163,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.926,2.9948608194317967,1.0223715401643154,1.0,1.0,0.06817434769512887,0.0031611418652559196,2.534255845067475,0.5860957184805163,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.605,1.9815232621302428,0.9121069506452848,1.0,1.0,0.06053882318785803,0.012365997991750076,2.4395495885220395,0.6451231506011218,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.833,2.361130598290116,0.9121069506452848,1.0,1.0,0.06053882318785803,0.004652476916621015,2.4395495885220395,0.6451231506011218,1000
-LassoCV,LassoCV,IV-type,0.9,0.0,2.5877087930438964,4.872772215540649,1.0,0.0,0.28270722007024496,0.22413939259803953,6.407549231579281,3.3379951995020174,1000
-LassoCV,LassoCV,IV-type,0.95,0.001,3.0834452097987697,4.872772215540649,1.0,0.001,0.28270722007024496,0.20760827505991444,6.407549231579281,3.3379951995020174,1000
-LassoCV,LassoCV,partialling out,0.9,0.0,2.6022738054015564,4.872971572776508,1.0,0.0,0.2826615836284171,0.22383756375128439,6.408028359909112,3.337914785643903,1000
-LassoCV,LassoCV,partialling out,0.95,0.001,3.1008004924741663,4.872971572776508,1.0,0.001,0.2826615836284171,0.2072284307839625,6.408028359909112,3.337914785643903,1000
-LassoCV,RF Regr.,IV-type,0.9,0.03,2.230177042929521,1.7208906933423658,1.0,0.996,0.10321605320265151,0.050929864370534886,3.379395087094497,0.32699487018563966,1000
-LassoCV,RF Regr.,IV-type,0.95,0.104,2.6574198528480117,1.7208906933423658,1.0,0.999,0.10321605320265151,0.036611667122436437,3.379395087094497,0.32699487018563966,1000
-LassoCV,RF Regr.,partialling out,0.9,0.035,2.2613273518524517,1.6654740653451128,1.0,1.0,0.09838693440861622,0.046224192363929564,3.352306820686065,0.30396867960100216,1000
-LassoCV,RF Regr.,partialling out,0.95,0.126,2.6945377353123594,1.6654740653451128,1.0,1.0,0.09838693440861622,0.031946038970425784,3.352306820686065,0.30396867960100216,1000
-RF Regr.,LassoCV,IV-type,0.9,0.001,1.9755980491263099,2.4911901944187225,1.0,0.146,0.18765120739490848,0.13125708709313408,3.74493409869544,1.2384844937405288,1000
-RF Regr.,LassoCV,IV-type,0.95,0.004,2.354070271524165,2.4911901944187225,1.0,0.305,0.18765120739490848,0.11522730290243077,3.74493409869544,1.2384844937405288,1000
-RF Regr.,LassoCV,partialling out,0.9,0.003,1.9489582706745046,2.190059714864294,1.0,0.342,0.16663434910102978,0.11054051768693487,3.4484420814862635,0.9343987618760414,1000
-RF Regr.,LassoCV,partialling out,0.95,0.006,2.3223270176162565,2.190059714864294,1.0,0.58,0.16663434910102978,0.09457408564648179,3.4484420814862635,0.9343987618760414,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.016,1.7671562935719778,1.6053531172501359,1.0,0.908,0.11827277682192193,0.06796316869150489,2.9370932976098705,0.3875377103244566,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.047,2.1056966004164406,1.6053531172501359,1.0,0.972,0.11827277682192193,0.05390037915368153,2.9370932976098705,0.3875377103244566,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.016,1.7741971479960048,1.5898420246719582,1.0,0.93,0.11671620294392733,0.06643566871448575,2.9271556769700973,0.3806480611364335,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.057,2.114086295928167,1.5898420246719582,1.0,0.98,0.11671620294392733,0.052344557926308814,2.9271556769700973,0.3806480611364335,1000
+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

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,2025-06-05 16:23,227.22630832592645,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml
+0.11.dev0,PLRATESensitivityCoverageSimulation,2025-09-08 10:23,225.26507600943248,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml