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SvenKlaassenSvenKlaassen
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update simulations
1 parent 6197ea9 commit 1da4c9a

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lines changed

‎results/plm/pliv_late_config.yml‎

Lines changed: 46 additions & 707 deletions
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‎results/plm/pliv_late_coverage.csv‎

Lines changed: 32 additions & 32 deletions
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Learner g,Learner m,Learner r,Score,level,Coverage,CI Length,Bias,repetition
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Lasso,Lasso,Lasso,IV-type,0.9,0.77,0.2311670246722693,0.07351137803097982,1000
3-
Lasso,Lasso,Lasso,IV-type,0.95,0.853,0.2754524994486315,0.07351137803097982,1000
4-
Lasso,Lasso,Lasso,partialling out,0.9,0.882,0.29873840617005004,0.07352898443923109,1000
5-
Lasso,Lasso,Lasso,partialling out,0.95,0.936,0.3559687666417936,0.07352898443923109,1000
6-
Lasso,Lasso,Random Forest,IV-type,0.9,0.777,0.23104564062515098,0.07292686591867557,1000
7-
Lasso,Lasso,Random Forest,IV-type,0.95,0.846,0.27530786143540564,0.07292686591867557,1000
8-
Lasso,Lasso,Random Forest,partialling out,0.9,0.875,0.30560561442708173,0.0754105177262708,1000
9-
Lasso,Lasso,Random Forest,partialling out,0.95,0.93,0.36415154998347216,0.0754105177262708,1000
10-
Lasso,Random Forest,Lasso,IV-type,0.9,0.822,0.26337832028825253,0.07879147116049506,1000
11-
Lasso,Random Forest,Lasso,IV-type,0.95,0.885,0.3138346255346524,0.07879147116049506,1000
12-
Lasso,Random Forest,Lasso,partialling out,0.9,0.891,0.316241872167824,0.07999092574770732,1000
13-
Lasso,Random Forest,Lasso,partialling out,0.95,0.933,0.3768254327901611,0.07999092574770732,1000
14-
Lasso,Random Forest,Random Forest,IV-type,0.9,0.824,0.2646018830744012,0.07786123070241949,1000
15-
Lasso,Random Forest,Random Forest,IV-type,0.95,0.893,0.315292590519731,0.07786123070241949,1000
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Lasso,Random Forest,Random Forest,partialling out,0.9,0.876,0.30059448125206695,0.08076615513006948,1000
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Lasso,Random Forest,Random Forest,partialling out,0.95,0.928,0.358180416513702,0.08076615513006948,1000
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Random Forest,Lasso,Lasso,IV-type,0.9,0.782,0.24089307789954117,0.07711265155797907,1000
19-
Random Forest,Lasso,Lasso,IV-type,0.95,0.863,0.2870418066823109,0.07711265155797907,1000
20-
Random Forest,Lasso,Lasso,partialling out,0.9,0.895,0.33019788438737024,0.08083652454735182,1000
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Random Forest,Lasso,Lasso,partialling out,0.95,0.943,0.3934550470427116,0.08083652454735182,1000
22-
Random Forest,Lasso,Random Forest,IV-type,0.9,0.78,0.24137668899853607,0.07696667082860091,1000
23-
Random Forest,Lasso,Random Forest,IV-type,0.95,0.856,0.28761806484961694,0.07696667082860091,1000
24-
Random Forest,Lasso,Random Forest,partialling out,0.9,0.887,0.31720465918002544,0.07868619249395503,1000
25-
Random Forest,Lasso,Random Forest,partialling out,0.95,0.941,0.3779726642749438,0.07868619249395503,1000
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Random Forest,Random Forest,Lasso,IV-type,0.9,0.808,0.276723535376228,0.08329949900345505,1000
27-
Random Forest,Random Forest,Lasso,IV-type,0.95,0.875,0.32973643011458303,0.08329949900345505,1000
28-
Random Forest,Random Forest,Lasso,partialling out,0.9,0.777,0.3500959987873081,0.10966539595371148,1000
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Random Forest,Random Forest,Lasso,partialling out,0.95,0.847,0.41716511275622853,0.10966539595371148,1000
30-
Random Forest,Random Forest,Random Forest,IV-type,0.9,0.815,0.2748458977378696,0.08114552106062414,1000
31-
Random Forest,Random Forest,Random Forest,IV-type,0.95,0.871,0.32749908687206,0.08114552106062414,1000
32-
Random Forest,Random Forest,Random Forest,partialling out,0.9,0.858,0.3033050825261931,0.08095253102426896,1000
33-
Random Forest,Random Forest,Random Forest,partialling out,0.95,0.915,0.36141029714665657,0.08095253102426896,1000
2+
LassoCV,LassoCV,LassoCV,IV-type,0.9,0.79,0.23041849621634433,0.07269684158242082,1000
3+
LassoCV,LassoCV,LassoCV,IV-type,0.95,0.863,0.274560572780521,0.07269684158242082,1000
4+
LassoCV,LassoCV,LassoCV,partialling out,0.9,0.891,0.2981413780443461,0.07240941269300215,1000
5+
LassoCV,LassoCV,LassoCV,partialling out,0.95,0.929,0.3552573637516131,0.07240941269300215,1000
6+
LassoCV,LassoCV,RF Regr.,IV-type,0.9,0.781,0.2301096797207173,0.07376128885356645,1000
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LassoCV,LassoCV,RF Regr.,IV-type,0.95,0.852,0.27419259522960504,0.07376128885356645,1000
8+
LassoCV,LassoCV,RF Regr.,partialling out,0.9,0.878,0.3053702107250711,0.0755821331794551,1000
9+
LassoCV,LassoCV,RF Regr.,partialling out,0.95,0.934,0.36387104917160157,0.0755821331794551,1000
10+
LassoCV,RF Regr.,LassoCV,IV-type,0.9,0.815,0.2629630290991766,0.07749979444505609,1000
11+
LassoCV,RF Regr.,LassoCV,IV-type,0.95,0.884,0.31333977556116616,0.07749979444505609,1000
12+
LassoCV,RF Regr.,LassoCV,partialling out,0.9,0.898,0.31506448220942895,0.07731675568554748,1000
13+
LassoCV,RF Regr.,LassoCV,partialling out,0.95,0.949,0.3754224861228091,0.07731675568554748,1000
14+
LassoCV,RF Regr.,RF Regr.,IV-type,0.9,0.84,0.2641363274938619,0.0769395592062568,1000
15+
LassoCV,RF Regr.,RF Regr.,IV-type,0.95,0.909,0.3147378468296498,0.0769395592062568,1000
16+
LassoCV,RF Regr.,RF Regr.,partialling out,0.9,0.907,0.29937522552270945,0.07811168308197916,1000
17+
LassoCV,RF Regr.,RF Regr.,partialling out,0.95,0.951,0.3567275837033359,0.07811168308197916,1000
18+
RF Regr.,LassoCV,LassoCV,IV-type,0.9,0.8,0.23974287206977238,0.07457301116763686,1000
19+
RF Regr.,LassoCV,LassoCV,IV-type,0.95,0.87,0.28567125190210646,0.07457301116763686,1000
20+
RF Regr.,LassoCV,LassoCV,partialling out,0.9,0.893,0.3286443044443393,0.07800154378757782,1000
21+
RF Regr.,LassoCV,LassoCV,partialling out,0.95,0.937,0.39160384236069506,0.07800154378757782,1000
22+
RF Regr.,LassoCV,RF Regr.,IV-type,0.9,0.796,0.2396474794539173,0.07406169428929765,1000
23+
RF Regr.,LassoCV,RF Regr.,IV-type,0.95,0.867,0.2855575845894633,0.07406169428929765,1000
24+
RF Regr.,LassoCV,RF Regr.,partialling out,0.9,0.895,0.3154062840535594,0.07501237332238155,1000
25+
RF Regr.,LassoCV,RF Regr.,partialling out,0.95,0.935,0.3758297681407154,0.07501237332238155,1000
26+
RF Regr.,RF Regr.,LassoCV,IV-type,0.9,0.816,0.2751591936918531,0.0805973908326483,1000
27+
RF Regr.,RF Regr.,LassoCV,IV-type,0.95,0.87,0.32787240202682416,0.0805973908326483,1000
28+
RF Regr.,RF Regr.,LassoCV,partialling out,0.9,0.77,0.34739924987735415,0.10944380509793578,1000
29+
RF Regr.,RF Regr.,LassoCV,partialling out,0.95,0.851,0.41395173823326054,0.10944380509793578,1000
30+
RF Regr.,RF Regr.,RF Regr.,IV-type,0.9,0.811,0.272008906069617,0.07916378827421267,1000
31+
RF Regr.,RF Regr.,RF Regr.,IV-type,0.95,0.876,0.3241186027954794,0.07916378827421267,1000
32+
RF Regr.,RF Regr.,RF Regr.,partialling out,0.9,0.855,0.30064395770722446,0.07963031397212984,1000
33+
RF Regr.,RF Regr.,RF Regr.,partialling out,0.95,0.916,0.3582393713462795,0.07963031397212984,1000

‎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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0.9.3,PLIVLATECoverageSimulation,2025-05-28 07:39,35.943938295046486,3.12.9,scripts/plm/pliv_late_config.yml
2+
0.10.0,PLIVLATECoverageSimulation,2025-05-28 14:19,63.04629045327504,3.12.9,scripts/plm/pliv_late_config.yml

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