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,0.9,0.39,1.3986705379938356,0.7568282321229512,1.0,0.988,0.10353480945618435,0.03235018190031817,1.4548430258873413,0.28172487679956865,1000
-LGBM Regr.,LGBM Regr.,IV-type,0.95,0.58,1.6666187408942352,0.7568282321229512,1.0,1.0,0.10353480945618435,0.01796667554987849,1.4548430258873413,0.28172487679956865,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.9,0.189,1.0916003345751164,0.745229048299796,1.0,0.973,0.1023937709456171,0.044092205129545176,1.442888296129542,0.25557592890310343,1000
-LGBM Regr.,LGBM Regr.,partialling out,0.95,0.324,1.3007220254876957,0.745229048299796,1.0,0.995,0.1023937709456171,0.030232722136220927,1.442888296129542,0.25557592890310343,1000
-LGBM Regr.,LassoCV,IV-type,0.9,0.016,1.4953372314591729,1.4437039585742597,1.0,0.367,0.1846856506540317,0.10955601303401202,2.1770030519509964,0.7149314146862207,1000
-LGBM Regr.,LassoCV,IV-type,0.95,0.049,1.7818042106480279,1.4437039585742597,1.0,0.609,0.1846856506540317,0.08936562705573936,2.1770030519509964,0.7149314146862207,1000
-LGBM Regr.,LassoCV,partialling out,0.9,0.03,1.4919170534236628,1.3175826417336374,1.0,0.544,0.17179477468456222,0.09581680392710966,2.0443898530689166,0.5946400367152096,1000
-LGBM Regr.,LassoCV,partialling out,0.95,0.07,1.7777288171537513,1.3175826417336374,1.0,0.77,0.17179477468456222,0.07565525212879724,2.0443898530689166,0.5946400367152096,1000
-LassoCV,LGBM Regr.,IV-type,0.9,0.749,2.4952496109160456,1.0145422303587268,1.0,1.0,0.06791119635868348,0.010650476142068233,2.5249767999961263,0.5857185427518798,1000
-LassoCV,LGBM Regr.,IV-type,0.95,0.912,2.9732732990333854,1.0145422303587268,1.0,1.0,0.06791119635868348,0.0032460863536700716,2.5249767999961263,0.5857185427518798,1000
-LassoCV,LGBM Regr.,partialling out,0.9,0.609,1.9751467087315708,0.9036654709929666,1.0,1.0,0.06017733068670644,0.012149079760602238,2.428068537165219,0.6515481756903952,1000
-LassoCV,LGBM Regr.,partialling out,0.95,0.838,2.3535324662727057,0.9036654709929666,1.0,1.0,0.06017733068670644,0.004321101616502405,2.428068537165219,0.6515481756903952,1000
-LassoCV,LassoCV,IV-type,0.9,0.0,2.570905623457247,4.871689647553308,1.0,0.0,0.2833507883908374,0.22483236768389947,6.401886830835185,3.3414924642714303,1000
-LassoCV,LassoCV,IV-type,0.95,0.0,3.0634229982923324,4.871689647553308,1.0,0.001,0.2833507883908374,0.2083270399684552,6.401886830835185,3.3414924642714303,1000
-LassoCV,LassoCV,partialling out,0.9,0.0,2.582851020829039,4.8682049948568435,1.0,0.0,0.2831862172881001,0.22444151265479817,6.398501952740017,3.337908036973671,1000
-LassoCV,LassoCV,partialling out,0.95,0.0,3.077656817184245,4.8682049948568435,1.0,0.001,0.2831862172881001,0.2078678688958407,6.398501952740017,3.337908036973671,1000
-LassoCV,RF Regr.,IV-type,0.9,0.031,2.218507467951665,1.7178678824226112,1.0,0.998,0.10325395969596025,0.05111030684415464,3.3724761415150177,0.3301794731947294,1000
-LassoCV,RF Regr.,IV-type,0.95,0.103,2.6435146966099587,1.7178678824226112,1.0,1.0,0.10325395969596025,0.03686806786848796,3.3724761415150177,0.3301794731947294,1000
-LassoCV,RF Regr.,partialling out,0.9,0.044,2.2498687284565397,1.670090276024268,1.0,0.999,0.09888207085046483,0.04679808786318507,3.3517396057501476,0.3225059187094146,1000
-LassoCV,RF Regr.,partialling out,0.95,0.126,2.680883943388017,1.670090276024268,1.0,1.0,0.09888207085046483,0.032643923084138514,3.3517396057501476,0.3225059187094146,1000
-RF Regr.,LassoCV,IV-type,0.9,0.0,1.96066578563569,2.4936356454855275,1.0,0.142,0.18809144339634407,0.13187684446648076,3.7456419033735524,1.241834820171921,1000
-RF Regr.,LassoCV,IV-type,0.95,0.003,2.3362773821328338,2.4936356454855275,1.0,0.308,0.18809144339634407,0.11583520853471695,3.7456419033735524,1.241834820171921,1000
-RF Regr.,LassoCV,partialling out,0.9,0.002,1.9364767343021458,2.186351619767898,1.0,0.34,0.16663942582739455,0.11068129598917131,3.4433305987624845,0.9311455138290707,1000
-RF Regr.,LassoCV,partialling out,0.95,0.007,2.307454349701793,2.186351619767898,1.0,0.569,0.16663942582739455,0.094716607796404,3.4433305987624845,0.9311455138290707,1000
-RF Regr.,RF Regr.,IV-type,0.9,0.014,1.7687787143287037,1.6346921352566222,1.0,0.902,0.12057974289166994,0.07009780029981512,2.96405956805537,0.4053973668607306,1000
-RF Regr.,RF Regr.,IV-type,0.95,0.043,2.1076298339874096,1.6346921352566222,1.0,0.971,0.12057974289166994,0.05588378266476332,2.96405956805537,0.4053973668607306,1000
-RF Regr.,RF Regr.,partialling out,0.9,0.02,1.762896240257672,1.603626030511156,1.0,0.923,0.11784052011259094,0.06776242515012326,2.939681088448932,0.3787688727982098,1000
-RF Regr.,RF Regr.,partialling out,0.95,0.043,2.1006204338010956,1.603626030511156,1.0,0.981,0.11784052011259094,0.0536700006473343,2.939681088448932,0.3787688727982098,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.9,0.385,1.4663299122305629,0.7925421322234831,1.0,0.985,0.10725651393439574,0.03326460518365192,1.4913903235634014,0.2926564371041883,1000
+LGBM Regr.,LGBM Regr.,IV-type,0.95,0.576,1.7472398579028525,0.7925421322234831,1.0,0.996,0.10725651393439574,0.0186351412063672,1.4913903235634014,0.2926564371041883,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.9,0.182,1.1497967634349104,0.7729578872365019,1.0,0.97,0.10474768112597262,0.04431238181012191,1.4751597629464743,0.2712920302703979,1000
+LGBM Regr.,LGBM Regr.,partialling out,0.95,0.318,1.3700673476033447,0.7729578872365019,1.0,0.995,0.10474768112597262,0.030097055769805838,1.4751597629464743,0.2712920302703979,1000
+LGBM Regr.,LassoCV,IV-type,0.9,0.016,1.5675897053004566,1.4881399909307544,1.0,0.349,0.18835258787429676,0.11061603940247629,2.22500572268596,0.7547108921538096,1000
+LGBM Regr.,LassoCV,IV-type,0.95,0.049,1.8678983434039613,1.4881399909307544,1.0,0.589,0.18835258787429676,0.08965505199962495,2.22500572268596,0.7547108921538096,1000
+LGBM Regr.,LassoCV,partialling out,0.9,0.033,1.5608447161075107,1.3368140143494018,1.0,0.538,0.17297048595824702,0.09456285640366094,2.0670435317928293,0.609504417265797,1000
+LGBM Regr.,LassoCV,partialling out,0.95,0.093,1.8598611930595945,1.3368140143494018,1.0,0.767,0.17297048595824702,0.07389205339318292,2.0670435317928293,0.609504417265797,1000
+LassoCV,LGBM Regr.,IV-type,0.9,0.73,2.5656781122758883,1.0677570591023937,1.0,1.0,0.0711666272086956,0.011464853941823843,2.578295926341774,0.5631859759280742,1000
+LassoCV,LGBM Regr.,IV-type,0.95,0.891,3.057194034525367,1.0677570591023937,1.0,1.0,0.0711666272086956,0.003910618305845746,2.578295926341774,0.5631859759280742,1000
+LassoCV,LGBM Regr.,partialling out,0.9,0.641,2.027924924331959,0.9237208344896396,1.0,1.0,0.06130931642754562,0.011850855336480514,2.4482326562106262,0.6449506923859979,1000
+LassoCV,LGBM Regr.,partialling out,0.95,0.857,2.416421589079803,0.9237208344896396,1.0,1.0,0.06130931642754562,0.004197479989729969,2.4482326562106262,0.6449506923859979,1000
+LassoCV,LassoCV,IV-type,0.9,0.0,2.6390903058880437,4.873595405404249,1.0,0.0,0.2835323346090944,0.2235995852752004,6.403190100985858,3.344000709822638,1000
+LassoCV,LassoCV,IV-type,0.95,0.0,3.144670058621553,4.873595405404249,1.0,0.0,0.2835323346090944,0.20668125629682246,6.403190100985858,3.344000709822638,1000
+LassoCV,LassoCV,partialling out,0.9,0.0,2.6512157416595166,4.8742982878654155,1.0,0.0,0.28358055454345027,0.22344281290628232,6.403739456275626,3.3448571194552046,1000
+LassoCV,LassoCV,partialling out,0.95,0.0,3.159118406498553,4.8742982878654155,1.0,0.0,0.28358055454345027,0.20645960241254674,6.403739456275626,3.3448571194552046,1000
+LassoCV,RF Regr.,IV-type,0.9,0.033,2.2828984031735264,1.7549860217797124,1.0,0.992,0.10540674548204913,0.05179748157769331,3.4080328923671543,0.34365428027936945,1000
+LassoCV,RF Regr.,IV-type,0.95,0.117,2.720241228319411,1.7549860217797124,1.0,1.0,0.10540674548204913,0.03703505470417302,3.4080328923671543,0.34365428027936945,1000
+LassoCV,RF Regr.,partialling out,0.9,0.037,2.3209438874895922,1.7056607970976996,1.0,0.998,0.10089770825684756,0.0472619615205151,3.386769951832876,0.32870269184314155,1000
+LassoCV,RF Regr.,partialling out,0.95,0.147,2.7655752190235416,1.7056607970976996,1.0,1.0,0.10089770825684756,0.03263938744702106,3.386769951832876,0.32870269184314155,1000
+RF Regr.,LassoCV,IV-type,0.9,0.002,2.0336458826639054,2.5168441311266254,1.0,0.15,0.18897217034656957,0.13108215640403256,3.7726967118723413,1.2630723489756102,1000
+RF Regr.,LassoCV,IV-type,0.95,0.004,2.4232385313924456,2.5168441311266254,1.0,0.296,0.18897217034656957,0.11456339186569718,3.7726967118723413,1.2630723489756102,1000
+RF Regr.,LassoCV,partialling out,0.9,0.004,2.0042262177980654,2.2020124873834774,1.0,0.326,0.1673566906972531,0.10968485912427584,3.461182283094903,0.945607640026297,1000
+RF Regr.,LassoCV,partialling out,0.95,0.013,2.388182838515291,2.2020124873834774,1.0,0.586,0.1673566906972531,0.093218820211599,3.461182283094903,0.945607640026297,1000
+RF Regr.,RF Regr.,IV-type,0.9,0.017,1.832711921828132,1.666112390968602,1.0,0.903,0.12210557487205914,0.07016425910777375,2.9998575741792273,0.43566994445193274,1000
+RF Regr.,RF Regr.,IV-type,0.95,0.06,2.1838109494750206,1.666112390968602,1.0,0.967,0.12210557487205914,0.05560391034447919,2.9998575741792273,0.43566994445193274,1000
+RF Regr.,RF Regr.,partialling out,0.9,0.016,1.8212178132592944,1.6223242047256947,1.0,0.919,0.1187876211842705,0.0672786914116626,2.9607373471379326,0.4017526397593657,1000
+RF Regr.,RF Regr.,partialling out,0.95,0.06,2.170114874359165,1.6223242047256947,1.0,0.983,0.1187876211842705,0.05284651175118434,2.9607373471379326,0.4017526397593657,1000

results/plm/plr_ate_sensitivity_metadata.csv

@@ -1,2 +1,2 @@
 DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
-0.10.0,PLRATESensitivityCoverageSimulation,2025-05-28 11:33,22.490594506263733,3.12.9,scripts/plm/plr_ate_sensitivity_config.yml
+0.11.dev0,PLRATESensitivityCoverageSimulation,2025-05-28 16:12,229.2524726430575,3.12.3,scripts/plm/plr_ate_sensitivity_config.yml