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Update results from script: scripts/irm/lpq.py
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‎results/irm/lpq_Y0_coverage.csv‎

Lines changed: 8 additions & 8 deletions
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Learner g,Learner m,level,Coverage,CI Length,Bias,repetition
2-
LGBM Clas.,LGBM Clas.,0.9,0.9329999999999999,1.1960147129034748,0.24094548048195796,200
3-
LGBM Clas.,LGBM Clas.,0.95,0.972,1.425139431169569,0.24094548048195796,200
4-
LGBM Clas.,Logistic,0.9,0.932,1.1491710932229942,0.2296474103759401,200
5-
LGBM Clas.,Logistic,0.95,0.97,1.3693218155624007,0.2296474103759401,200
6-
Logistic,LGBM Clas.,0.9,0.9359999999999999,1.1629913431768941,0.22567871572576473,200
7-
Logistic,LGBM Clas.,0.95,0.968,1.3857896590976262,0.22567871572576473,200
8-
Logistic,Logistic,0.9,0.934,1.1208189409885447,0.22329276488816077,200
9-
Logistic,Logistic,0.95,0.9690000000000001,1.3355381424420707,0.22329276488816077,200
2+
LGBM Clas.,LGBM Clas.,0.9,0.9329999999999999,1.1918146610913505,0.23713567415485812,200
3+
LGBM Clas.,LGBM Clas.,0.95,0.965,1.420134760753866,0.23713567415485812,200
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LGBM Clas.,Logistic,0.9,0.935,1.1482506900557687,0.22706213155177937,200
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LGBM Clas.,Logistic,0.95,0.9690000000000001,1.368225087543895,0.22706213155177937,200
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Logistic,LGBM Clas.,0.9,0.937,1.1636475947083718,0.222049794644765,200
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Logistic,LGBM Clas.,0.95,0.97,1.3865716310283926,0.222049794644765,200
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Logistic,Logistic,0.9,0.9390000000000001,1.1179439847426047,0.21856700650754168,200
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Logistic,Logistic,0.95,0.973,1.3321124207809802,0.21856700650754168,200

‎results/irm/lpq_Y1_coverage.csv‎

Lines changed: 8 additions & 8 deletions
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Learner g,Learner m,level,Coverage,CI Length,Bias,repetition
2-
LGBM Clas.,LGBM Clas.,0.9,0.935,1.678879388568732,0.31691835808807167,200
3-
LGBM Clas.,LGBM Clas.,0.95,0.965,2.0005081802202342,0.31691835808807167,200
4-
LGBM Clas.,Logistic,0.9,0.935,1.621053614944002,0.309555060210687,200
5-
LGBM Clas.,Logistic,0.95,0.966,1.93160452105836,0.309555060210687,200
6-
Logistic,LGBM Clas.,0.9,0.9279999999999999,1.6303000750790089,0.3127093206367988,200
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Logistic,LGBM Clas.,0.95,0.9590000000000001,1.9426223578750537,0.3127093206367988,200
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Logistic,Logistic,0.9,0.932,1.5733563331643035,0.2975937700943579,200
9-
Logistic,Logistic,0.95,0.965,1.874769704320332,0.2975937700943579,200
2+
LGBM Clas.,LGBM Clas.,0.9,0.938,1.6625528920375123,0.32490050446017593,200
3+
LGBM Clas.,LGBM Clas.,0.95,0.973,1.9810539596922865,0.32490050446017593,200
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LGBM Clas.,Logistic,0.9,0.9390000000000001,1.6016687007398658,0.29732874610502585,200
5+
LGBM Clas.,Logistic,0.95,0.973,1.9085059710956365,0.29732874610502585,200
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Logistic,LGBM Clas.,0.9,0.941,1.608047549586303,0.30902052918537687,200
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Logistic,LGBM Clas.,0.95,0.9690000000000001,1.9161068383077622,0.30902052918537687,200
8+
Logistic,Logistic,0.9,0.935,1.555801006941688,0.29641972770100156,200
9+
Logistic,Logistic,0.95,0.973,1.8538512429026142,0.29641972770100156,200

‎results/irm/lpq_effect_coverage.csv‎

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Learner g,Learner m,level,Coverage,CI Length,Bias,Uniform Coverage,Uniform CI Length,repetition
2-
LGBM Clas.,LGBM Clas.,0.9,0.907,1.6633268414956404,0.3832694765515751,0.885,2.195582944870515,200
3-
LGBM Clas.,LGBM Clas.,0.95,0.9470000000000001,1.981976177352831,0.3832694765515751,0.935,2.4824600181934997,200
4-
LGBM Clas.,Logistic,0.9,0.9009999999999999,1.6061436270948157,0.36919254431923265,0.9,2.1168287667046233,200
5-
LGBM Clas.,Logistic,0.95,0.9440000000000001,1.9138381747309388,0.36919254431923265,0.94,2.3959456398753134,200
6-
Logistic,LGBM Clas.,0.9,0.89,1.6221649413900492,0.384184011499731,0.875,2.130874728171255,200
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Logistic,LGBM Clas.,0.95,0.937,1.9329287481954314,0.384184011499731,0.93,2.41312138531884,200
8-
Logistic,Logistic,0.9,0.888,1.5652859556745662,0.3790378210858529,0.87,2.052704952998973,200
9-
Logistic,Logistic,0.95,0.93,1.8651532564113202,0.3790378210858529,0.945,2.3240450427903903,200
2+
LGBM Clas.,LGBM Clas.,0.9,0.905,1.646407440278241,0.385814947577832,0.905,2.1721384098939738,200
3+
LGBM Clas.,LGBM Clas.,0.95,0.95,1.9618154673159467,0.385814947577832,0.94,2.454333240166447,200
4+
LGBM Clas.,Logistic,0.9,0.889,1.5870851465992528,0.36383204534825536,0.905,2.091555216794098,200
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LGBM Clas.,Logistic,0.95,0.946,1.8911285945231282,0.36383204534825536,0.94,2.3668596812405753,200
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Logistic,LGBM Clas.,0.9,0.895,1.602525995092381,0.36399924087424396,0.905,2.1078231981172495,200
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Logistic,LGBM Clas.,0.95,0.951,1.909527500323251,0.36399924087424396,0.955,2.3859405915685907,200
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Logistic,Logistic,0.9,0.89,1.5476210853564174,0.3610200075249385,0.89,2.0288270162637994,200
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Logistic,Logistic,0.95,0.9420000000000001,1.8441042651528634,0.3610200075249385,0.95,2.300361347965683,200

‎results/irm/lpq_metadata.csv‎

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DoubleML Version,Script,Date,Total Runtime (minutes),Python Version,Config File
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0.11.dev0,LPQCoverageSimulation,2025-09-08 08:32,114.00595455567041,3.12.3,scripts/irm/lpq_config.yml
2+
0.12.dev0,LPQCoverageSimulation,2025-12-04 19:04,114.70904120604197,3.12.3,scripts/irm/lpq_config.yml

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