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Update results from script: scripts/plm/pliv_late.py
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results/plm/pliv_late_coverage.csv

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Learner g,Learner m,Learner r,Score,level,Coverage,CI Length,Bias,repetition
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LassoCV,LassoCV,LassoCV,IV-type,0.9,0.7993019197207679,0.23180266726620893,0.07317965760520444,573
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LassoCV,RF Regr.,LassoCV,partialling out,0.9,0.8830715532286213,0.3186854967173057,0.07809285377225214,573
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LassoCV,RF Regr.,LassoCV,partialling out,0.95,0.9476439790575916,0.379737191034327,0.07809285377225214,573
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LassoCV,RF Regr.,RF Regr.,IV-type,0.9,0.8254799301919721,0.2668640644386955,0.07668266567351469,573
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LassoCV,RF Regr.,RF Regr.,IV-type,0.95,0.893542757417103,0.31798814587363317,0.07668266567351469,573
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LassoCV,RF Regr.,RF Regr.,partialling out,0.9,0.8656195462478184,0.30294245283479354,0.08542062639988371,573
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LassoCV,RF Regr.,RF Regr.,partialling out,0.95,0.93717277486911,0.36097819721799285,0.08542062639988371,573
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RF Regr.,LassoCV,LassoCV,IV-type,0.9,0.7818499127399651,0.24228998675825072,0.07584491443329881,573
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RF Regr.,LassoCV,LassoCV,IV-type,0.95,0.8586387434554974,0.28870632625286374,0.07584491443329881,573
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RF Regr.,LassoCV,LassoCV,partialling out,0.9,0.8970331588132635,0.3318879094683072,0.0806654890480541,573
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RF Regr.,LassoCV,LassoCV,partialling out,0.95,0.9406631762652705,0.3954688361345379,0.0806654890480541,573
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RF Regr.,LassoCV,RF Regr.,IV-type,0.9,0.8027923211169284,0.241628366516599,0.07544233872660495,573
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RF Regr.,LassoCV,RF Regr.,IV-type,0.95,0.8673647469458988,0.28791795710935314,0.07544233872660495,573
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RF Regr.,LassoCV,RF Regr.,partialling out,0.9,0.8952879581151832,0.32006834738062506,0.07708638562807664,573
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RF Regr.,LassoCV,RF Regr.,partialling out,0.95,0.9476439790575916,0.3813849592318696,0.07708638562807664,573
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RF Regr.,RF Regr.,LassoCV,IV-type,0.9,0.8184991273996509,0.2791009597646858,0.08075894727233103,573
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RF Regr.,RF Regr.,LassoCV,IV-type,0.95,0.8848167539267016,0.3325693060015278,0.08075894727233103,573
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RF Regr.,RF Regr.,LassoCV,partialling out,0.9,0.806282722513089,0.35157995852822205,0.10562690570040405,573
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RF Regr.,RF Regr.,LassoCV,partialling out,0.95,0.8726003490401396,0.4189333598507066,0.10562690570040405,573
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RF Regr.,RF Regr.,RF Regr.,IV-type,0.9,0.8359511343804538,0.2769681338448809,0.07840964131824099,573
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RF Regr.,RF Regr.,RF Regr.,IV-type,0.95,0.8830715532286213,0.33002788716667447,0.07840964131824099,573
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RF Regr.,RF Regr.,RF Regr.,partialling out,0.9,0.8534031413612565,0.304252712059565,0.07977048559824199,573
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RF Regr.,RF Regr.,RF Regr.,partialling out,0.95,0.9179755671902269,0.36253946738141946,0.07977048559824199,573
2+
LassoCV,LassoCV,LassoCV,IV-type,0.9,0.8072916666666666,0.2335258547373156,0.07122761289040919,576
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LassoCV,LassoCV,LassoCV,IV-type,0.95,0.8802083333333334,0.27826321883264726,0.07122761289040919,576
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LassoCV,LassoCV,LassoCV,partialling out,0.9,0.9045138888888888,0.30164792633672877,0.07266947451992439,576
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LassoCV,LassoCV,LassoCV,partialling out,0.95,0.9548611111111112,0.35943567375470925,0.07266947451992439,576
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LassoCV,LassoCV,RF Regr.,IV-type,0.9,0.8072916666666666,0.23362412196650592,0.07124904693113882,576
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LassoCV,LassoCV,RF Regr.,IV-type,0.95,0.875,0.2783803114583482,0.07124904693113882,576
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LassoCV,LassoCV,RF Regr.,partialling out,0.9,0.8975694444444444,0.30831845244740885,0.07373365052643471,576
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LassoCV,LassoCV,RF Regr.,partialling out,0.95,0.9444444444444444,0.36738409586391424,0.07373365052643471,576
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LassoCV,RF Regr.,LassoCV,IV-type,0.9,0.8263888888888888,0.2654741023702334,0.07861091262617612,576
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LassoCV,RF Regr.,LassoCV,IV-type,0.95,0.8993055555555556,0.3163319039142124,0.07861091262617612,576
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LassoCV,RF Regr.,LassoCV,partialling out,0.9,0.8993055555555556,0.31853360477311976,0.07698559189146299,576
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LassoCV,RF Regr.,LassoCV,partialling out,0.95,0.9461805555555556,0.3795562006195763,0.07698559189146299,576
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LassoCV,RF Regr.,RF Regr.,IV-type,0.9,0.8506944444444444,0.2665056457368877,0.07719349974615461,576
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LassoCV,RF Regr.,RF Regr.,IV-type,0.95,0.9045138888888888,0.3175610636485534,0.07719349974615461,576
16+
LassoCV,RF Regr.,RF Regr.,partialling out,0.9,0.890625,0.30231461350927336,0.08130178656835439,576
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LassoCV,RF Regr.,RF Regr.,partialling out,0.95,0.9322916666666666,0.36023008051877126,0.08130178656835439,576
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RF Regr.,LassoCV,LassoCV,IV-type,0.9,0.7899305555555556,0.2434558143590868,0.07870677531590115,576
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RF Regr.,LassoCV,LassoCV,IV-type,0.95,0.8680555555555556,0.2900954955214122,0.07870677531590115,576
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RF Regr.,LassoCV,LassoCV,partialling out,0.9,0.9027777777777778,0.3318080349211177,0.082542046238441,576
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RF Regr.,LassoCV,LassoCV,partialling out,0.95,0.953125,0.3953736597412056,0.082542046238441,576
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RF Regr.,LassoCV,RF Regr.,IV-type,0.9,0.8003472222222222,0.24325915596216202,0.07763649262059309,576
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RF Regr.,LassoCV,RF Regr.,IV-type,0.95,0.8680555555555556,0.289861162588126,0.07763649262059309,576
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RF Regr.,LassoCV,RF Regr.,partialling out,0.9,0.9010416666666666,0.31902972778652483,0.07863966408526868,576
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RF Regr.,LassoCV,RF Regr.,partialling out,0.95,0.9461805555555556,0.3801473676524615,0.07863966408526868,576
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RF Regr.,RF Regr.,LassoCV,IV-type,0.9,0.8107638888888888,0.27896606828205744,0.08288613874349095,576
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RF Regr.,RF Regr.,LassoCV,IV-type,0.95,0.8819444444444444,0.3324085728861667,0.08288613874349095,576
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RF Regr.,RF Regr.,LassoCV,partialling out,0.9,0.7864583333333334,0.3502921602334726,0.11047731519905851,576
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RF Regr.,RF Regr.,LassoCV,partialling out,0.95,0.8559027777777778,0.4173988535361606,0.11047731519905851,576
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RF Regr.,RF Regr.,RF Regr.,IV-type,0.9,0.8159722222222222,0.2754570209528338,0.08112123087629206,576
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RF Regr.,RF Regr.,RF Regr.,IV-type,0.95,0.8802083333333334,0.3282272850970085,0.08112123087629206,576
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RF Regr.,RF Regr.,RF Regr.,partialling out,0.9,0.875,0.3055311295135867,0.07899151365334917,576
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RF Regr.,RF Regr.,RF Regr.,partialling out,0.95,0.9375,0.3640627957347963,0.07899151365334917,576

results/plm/pliv_late_metadata.csv

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DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
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0.11.dev0,PLIVLATECoverageSimulation,2025-06-05 18:09,333.49471075932183,3.12.3,scripts/plm/pliv_late_config.yml
2+
0.11.dev0,PLIVLATECoverageSimulation,2025-09-08 12:11,332.7484830458959,3.12.3,scripts/plm/pliv_late_config.yml

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