Repository navigation
Expand file tree
/
Copy pathrobust_markdown_benchmark.json
More file actions
5952 lines (5952 loc) · 289 KB
/
Copy pathrobust_markdown_benchmark.json
File metadata and controls
5952 lines (5952 loc) · 289 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
{
"generated_at": "2026-08-22T17:52:06.816747+00:00",
"defaults": {
"robustness_level": 0.5,
"cvar_alpha": 0.05,
"grid_size": 21
},
"synthetic": {
"n_scenarios": 128,
"assumptions": {
"season_periods": 40,
"stock_cover": 2.0,
"salvage_fraction_of_cost": 0.1
},
"coverage_rate": 0.734375,
"overall": {
"n": 128,
"certainty_equivalent": {
"mean_regret_pct": 0.6909548619958035,
"median_regret_pct": 0.21069413133754672,
"worst_regret_pct": 6.508480171251066,
"interval_worst_regret_pct": 2.118300656614463,
"interval_mean_regret_pct": 0.6051038243345928
},
"pessimistic_endpoint": {
"mean_regret_pct": 2.150261212702291,
"median_regret_pct": 1.0871445383107132,
"worst_regret_pct": 13.161149474592554,
"interval_worst_regret_pct": 4.946713044185761,
"interval_mean_regret_pct": 1.608084372849356
},
"value_robust_half": {
"mean_regret_pct": 0.4887004978449143,
"median_regret_pct": 0.08164193004040118,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 2.795295042430743,
"interval_mean_regret_pct": 0.891475813036092
},
"value_robust_full": {
"mean_regret_pct": 0.7343270775931325,
"median_regret_pct": 0.12531750541078823,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 4.924097470134095,
"interval_mean_regret_pct": 1.8366586311933615
},
"regret_robust_cvar": {
"mean_regret_pct": 0.6524575201493736,
"median_regret_pct": 0.25907346365180134,
"worst_regret_pct": 5.9799146370849705,
"interval_worst_regret_pct": 1.6513751012065567,
"interval_mean_regret_pct": 0.70814421793781
},
"regret_robust_mean": {
"mean_regret_pct": 0.6599341063870108,
"median_regret_pct": 0.21048325251090866,
"worst_regret_pct": 6.25455058884582,
"interval_worst_regret_pct": 2.053480804034368,
"interval_mean_regret_pct": 0.5955681490007086
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.4921875,
"tie_rate": 0.1484375,
"mean_regret_reduction_pp": 0.03849734184642998
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.71875,
"tie_rate": 0.1484375,
"mean_improvement_pp": 0.46692555540790587
}
},
"by_panel_length": {
"120": {
"n": 32,
"certainty_equivalent": {
"mean_regret_pct": 0.8776740798666981,
"median_regret_pct": 0.3260926635881529,
"worst_regret_pct": 6.508480171251066,
"interval_worst_regret_pct": 3.899048830657701,
"interval_mean_regret_pct": 1.0434575097224452
},
"pessimistic_endpoint": {
"mean_regret_pct": 3.363553207280113,
"median_regret_pct": 1.5123910907420464,
"worst_regret_pct": 13.161149474592554,
"interval_worst_regret_pct": 8.63887300973537,
"interval_mean_regret_pct": 2.875239493284913
},
"value_robust_half": {
"mean_regret_pct": 0.4797212331382728,
"median_regret_pct": 0.15394249455529213,
"worst_regret_pct": 3.017190294242794,
"interval_worst_regret_pct": 4.660437389560518,
"interval_mean_regret_pct": 1.4657460860226013
},
"value_robust_full": {
"mean_regret_pct": 0.980923457471259,
"median_regret_pct": 0.19388976548531023,
"worst_regret_pct": 7.574951722574642,
"interval_worst_regret_pct": 7.899996930710672,
"interval_mean_regret_pct": 2.9304778873812047
},
"regret_robust_cvar": {
"mean_regret_pct": 0.85087155051322,
"median_regret_pct": 0.5280776281441221,
"worst_regret_pct": 4.581867729915043,
"interval_worst_regret_pct": 2.8722645272957323,
"interval_mean_regret_pct": 1.2838836981041342
},
"regret_robust_mean": {
"mean_regret_pct": 0.8326910789098401,
"median_regret_pct": 0.28637446688005763,
"worst_regret_pct": 6.25455058884582,
"interval_worst_regret_pct": 3.733087667952681,
"interval_mean_regret_pct": 1.0152063528856938
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.5625,
"tie_rate": 0.09375,
"mean_regret_reduction_pp": 0.026802529353478304
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.84375,
"tie_rate": 0.09375,
"mean_improvement_pp": 1.0267843033619697
}
},
"200": {
"n": 32,
"certainty_equivalent": {
"mean_regret_pct": 0.7407723093701332,
"median_regret_pct": 0.23285348007983744,
"worst_regret_pct": 4.029825872250203,
"interval_worst_regret_pct": 2.0235892153970365,
"interval_mean_regret_pct": 0.600125266187336
},
"pessimistic_endpoint": {
"mean_regret_pct": 2.2526930907183638,
"median_regret_pct": 1.333925395162922,
"worst_regret_pct": 7.435640275533914,
"interval_worst_regret_pct": 4.790613063740377,
"interval_mean_regret_pct": 1.5054814754217012
},
"value_robust_half": {
"mean_regret_pct": 0.7309349628324411,
"median_regret_pct": 0.08680132550832446,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 2.8827838892327264,
"interval_mean_regret_pct": 0.9577533640877094
},
"value_robust_full": {
"mean_regret_pct": 0.9335766628521189,
"median_regret_pct": 0.114697307850437,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 5.045968330428815,
"interval_mean_regret_pct": 1.9056213319093156
},
"regret_robust_cvar": {
"mean_regret_pct": 0.8075652153544187,
"median_regret_pct": 0.22562029834767316,
"worst_regret_pct": 5.9799146370849705,
"interval_worst_regret_pct": 1.6528589145770842,
"interval_mean_regret_pct": 0.692295781392883
},
"regret_robust_mean": {
"mean_regret_pct": 0.7442591347675667,
"median_regret_pct": 0.24126628621957447,
"worst_regret_pct": 4.029824748538149,
"interval_worst_regret_pct": 2.035466868397968,
"interval_mean_regret_pct": 0.6048984254262945
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.5625,
"tie_rate": 0.09375,
"mean_regret_reduction_pp": -0.06679290598428564
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.65625,
"tie_rate": 0.09375,
"mean_improvement_pp": 0.37073030081995223
}
},
"320": {
"n": 32,
"certainty_equivalent": {
"mean_regret_pct": 0.7100304118643331,
"median_regret_pct": 0.1771963985670893,
"worst_regret_pct": 4.3262651146367554,
"interval_worst_regret_pct": 1.4623509723399861,
"interval_mean_regret_pct": 0.42543640982508496
},
"pessimistic_endpoint": {
"mean_regret_pct": 1.8421149755278026,
"median_regret_pct": 0.9445715213544429,
"worst_regret_pct": 7.12877878292169,
"interval_worst_regret_pct": 3.43140296363888,
"interval_mean_regret_pct": 1.0834149408524056
},
"value_robust_half": {
"mean_regret_pct": 0.31891240421522005,
"median_regret_pct": 0.06245641681166731,
"worst_regret_pct": 1.6586649458094203,
"interval_worst_regret_pct": 1.9533218153310634,
"interval_mean_regret_pct": 0.6336249848147238
},
"value_robust_full": {
"mean_regret_pct": 0.40140195289774855,
"median_regret_pct": 0.10111621004473428,
"worst_regret_pct": 3.5956108868820906,
"interval_worst_regret_pct": 3.8103181647775433,
"interval_mean_regret_pct": 1.462135039047931
},
"regret_robust_cvar": {
"mean_regret_pct": 0.561442987856108,
"median_regret_pct": 0.18887062160783968,
"worst_regret_pct": 3.2368563860300332,
"interval_worst_regret_pct": 1.1618624203156058,
"interval_mean_regret_pct": 0.47613914876997376
},
"regret_robust_mean": {
"mean_regret_pct": 0.6383766675160348,
"median_regret_pct": 0.17652224615413778,
"worst_regret_pct": 3.782355570101084,
"interval_worst_regret_pct": 1.378840700778408,
"interval_mean_regret_pct": 0.41287193112475185
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.5,
"tie_rate": 0.15625,
"mean_regret_reduction_pp": 0.14858742400822514
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.75,
"tie_rate": 0.15625,
"mean_improvement_pp": 0.30048855202438035
}
},
"540": {
"n": 32,
"certainty_equivalent": {
"mean_regret_pct": 0.4353426468820499,
"median_regret_pct": 0.13103148984695695,
"worst_regret_pct": 2.368357578246004,
"interval_worst_regret_pct": 1.0882136080631262,
"interval_mean_regret_pct": 0.3513961116035047
},
"pessimistic_endpoint": {
"mean_regret_pct": 1.1426835772828836,
"median_regret_pct": 0.25495048571053075,
"worst_regret_pct": 4.340353137467274,
"interval_worst_regret_pct": 2.9259631396284167,
"interval_mean_regret_pct": 0.968201581838404
},
"value_robust_half": {
"mean_regret_pct": 0.42523339119372355,
"median_regret_pct": 0.03301648175149144,
"worst_regret_pct": 4.610967853759655,
"interval_worst_regret_pct": 1.6846370755986626,
"interval_mean_regret_pct": 0.5087788172193335
},
"value_robust_full": {
"mean_regret_pct": 0.6214062371514036,
"median_regret_pct": 0.018788292462221665,
"worst_regret_pct": 4.610967853759655,
"interval_worst_regret_pct": 2.940106454619351,
"interval_mean_regret_pct": 1.0484002664349952
},
"regret_robust_cvar": {
"mean_regret_pct": 0.38995032687374764,
"median_regret_pct": 0.1307000749214421,
"worst_regret_pct": 2.368357578246004,
"interval_worst_regret_pct": 0.918514542637805,
"interval_mean_regret_pct": 0.3802582434842489
},
"regret_robust_mean": {
"mean_regret_pct": 0.42440954435460165,
"median_regret_pct": 0.13103148984695695,
"worst_regret_pct": 2.368357578246004,
"interval_worst_regret_pct": 1.0665279790084157,
"interval_mean_regret_pct": 0.3492958865660944
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.34375,
"tie_rate": 0.25,
"mean_regret_reduction_pp": 0.04539232000830211
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.625,
"tie_rate": 0.25,
"mean_improvement_pp": 0.16969906542532107
}
}
},
"by_interval_width": {
"narrow": {
"n": 43,
"mean_ci_width": 0.40993981050232065,
"certainty_equivalent": {
"mean_regret_pct": 0.49340744714619644,
"median_regret_pct": 0.13740236168332615,
"worst_regret_pct": 4.030565710872642,
"interval_worst_regret_pct": 0.828336791227666,
"interval_mean_regret_pct": 0.2679033677546587
},
"pessimistic_endpoint": {
"mean_regret_pct": 1.4327462872109835,
"median_regret_pct": 0.6563973421174298,
"worst_regret_pct": 7.12877878292169,
"interval_worst_regret_pct": 2.3873657430135955,
"interval_mean_regret_pct": 0.8032424814540344
},
"value_robust_half": {
"mean_regret_pct": 0.292972182880069,
"median_regret_pct": 0.026249511024817037,
"worst_regret_pct": 4.610967853759655,
"interval_worst_regret_pct": 1.3360830214452166,
"interval_mean_regret_pct": 0.40489406641226733
},
"value_robust_full": {
"mean_regret_pct": 0.3063520928238807,
"median_regret_pct": 0.02477948280733631,
"worst_regret_pct": 4.610967853759655,
"interval_worst_regret_pct": 2.308555267512189,
"interval_mean_regret_pct": 0.826785645009616
},
"regret_robust_cvar": {
"mean_regret_pct": 0.46036115683429324,
"median_regret_pct": 0.13888553239187987,
"worst_regret_pct": 3.2368563860300332,
"interval_worst_regret_pct": 0.7187806120019921,
"interval_mean_regret_pct": 0.2918331428265201
},
"regret_robust_mean": {
"mean_regret_pct": 0.4833298232668195,
"median_regret_pct": 0.13739926772588965,
"worst_regret_pct": 3.782355570101084,
"interval_worst_regret_pct": 0.8196516312153315,
"interval_mean_regret_pct": 0.26753369192429544
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.4418604651162791,
"tie_rate": 0.20930232558139536,
"mean_regret_reduction_pp": 0.03304629031190304
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.627906976744186,
"tie_rate": 0.20930232558139536,
"mean_improvement_pp": 0.10955617922567389
}
},
"medium": {
"n": 42,
"mean_ci_width": 0.569943564373761,
"certainty_equivalent": {
"mean_regret_pct": 0.593106067628229,
"median_regret_pct": 0.19605493033616556,
"worst_regret_pct": 4.029825872250203,
"interval_worst_regret_pct": 1.4996333118803507,
"interval_mean_regret_pct": 0.4368589115908877
},
"pessimistic_endpoint": {
"mean_regret_pct": 2.097255823267955,
"median_regret_pct": 0.947093867126029,
"worst_regret_pct": 10.558147118309275,
"interval_worst_regret_pct": 3.7848565075051646,
"interval_mean_regret_pct": 1.2639702414350196
},
"value_robust_half": {
"mean_regret_pct": 0.3152483871412671,
"median_regret_pct": 0.08377733622329535,
"worst_regret_pct": 2.9672128502853217,
"interval_worst_regret_pct": 2.079998234959293,
"interval_mean_regret_pct": 0.6354905643957685
},
"value_robust_full": {
"mean_regret_pct": 0.5221185488528546,
"median_regret_pct": 0.02695938321484787,
"worst_regret_pct": 4.007589232033904,
"interval_worst_regret_pct": 3.610475068979098,
"interval_mean_regret_pct": 1.321607777434783
},
"regret_robust_cvar": {
"mean_regret_pct": 0.5923639153721831,
"median_regret_pct": 0.21699464362461987,
"worst_regret_pct": 3.5865128117735305,
"interval_worst_regret_pct": 1.1927489323192733,
"interval_mean_regret_pct": 0.4934586927900224
},
"regret_robust_mean": {
"mean_regret_pct": 0.5532045618624342,
"median_regret_pct": 0.19098578815554282,
"worst_regret_pct": 4.029824748538149,
"interval_worst_regret_pct": 1.4387885365060777,
"interval_mean_regret_pct": 0.4283048146810518
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.5,
"tie_rate": 0.11904761904761904,
"mean_regret_reduction_pp": 0.0007421522560459437
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.7380952380952381,
"tie_rate": 0.11904761904761904,
"mean_improvement_pp": 0.30688437956107767
}
},
"wide": {
"n": 43,
"mean_ci_width": 0.9380185660268924,
"certainty_equivalent": {
"mean_regret_pct": 0.9840755178555998,
"median_regret_pct": 0.32862438536252114,
"worst_regret_pct": 6.508480171251066,
"interval_worst_regret_pct": 4.012544254067136,
"interval_mean_regret_pct": 1.1066365212688434
},
"pessimistic_endpoint": {
"mean_regret_pct": 2.9195488441527173,
"median_regret_pct": 1.5207447185945484,
"worst_regret_pct": 13.161149474592554,
"interval_worst_regret_pct": 8.640896962580833,
"interval_mean_regret_pct": 2.749037741440075
},
"value_robust_half": {
"mean_regret_pct": 0.853847153497043,
"median_regret_pct": 0.1639058254227618,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 4.953169061411638,
"interval_mean_regret_pct": 1.6280896629830228
},
"value_robust_full": {
"mean_regret_pct": 1.369575509038935,
"median_regret_pct": 0.24501632097569925,
"worst_regret_pct": 14.650698501199438,
"interval_worst_regret_pct": 8.822712715744602,
"interval_mean_regret_pct": 3.349604544304091
},
"regret_robust_cvar": {
"mean_regret_pct": 0.9032499625491514,
"median_regret_pct": 0.542593614484695,
"worst_regret_pct": 5.9799146370849705,
"interval_worst_regret_pct": 3.0319300344405606,
"interval_mean_regret_pct": 1.3341481315655437
},
"regret_robust_mean": {
"mean_regret_pct": 0.9407858516009748,
"median_regret_pct": 0.3785281923423686,
"worst_regret_pct": 6.25455058884582,
"interval_worst_regret_pct": 3.887707075369409,
"interval_mean_regret_pct": 1.0869760954126004
},
"regret_robust_beats_certainty_equivalent": {
"win_rate": 0.5348837209302325,
"tie_rate": 0.11627906976744186,
"mean_regret_reduction_pp": 0.08082555530644828
},
"regret_robust_beats_certainty_equivalent_on_interval_worst_case": {
"win_rate": 0.7906976744186046,
"tie_rate": 0.11627906976744186,
"mean_improvement_pp": 0.9806142196265746
}
}
},
"rows": [
{
"sku": "SKU-000-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.6541710415255697,
"point_estimate": -1.6630183770607292,
"ci_low": -2.6096723787247997,
"ci_high": -0.7163643753966584,
"ci_width": 1.8933080033281413,
"ci_covers_truth": true,
"estimate_error": -0.008847335535159484,
"confidence": "low",
"oracle_profit": 6775.200972593105,
"profit_certainty_equivalent": 6775.200972593105,
"regret_certainty_equivalent": 0.0,
"interval_worst_certainty_equivalent": 0.14579382562899623,
"interval_mean_certainty_equivalent": 0.04660721391278349,
"profit_pessimistic_endpoint": 6313.576245943436,
"regret_pessimistic_endpoint": 0.0681344698876126,
"interval_worst_pessimistic_endpoint": 0.32715657043891394,
"interval_mean_pessimistic_endpoint": 0.11398418506690883,
"profit_value_robust_half": 6773.39265906173,
"regret_value_robust_half": 0.0002669018289921586,
"interval_worst_value_robust_half": 0.17430716778217867,
"interval_mean_value_robust_half": 0.04620797215483688,
"profit_value_robust_full": 6773.39265906173,
"regret_value_robust_full": 0.0002669018289921586,
"interval_worst_value_robust_full": 0.17430716778217867,
"interval_mean_value_robust_full": 0.04620797215483688,
"profit_regret_robust_cvar": 6739.5378203683085,
"regret_regret_robust_cvar": 0.005263777763797717,
"interval_worst_regret_robust_cvar": 0.1001921390199851,
"interval_mean_regret_robust_cvar": 0.05193621078599446,
"profit_regret_robust_mean": 6775.200972593105,
"regret_regret_robust_mean": 0.0,
"interval_worst_regret_robust_mean": 0.14579382562899623,
"interval_mean_regret_robust_mean": 0.04660721391278349
},
{
"sku": "SKU-001-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.6823470013377897,
"point_estimate": -1.476040353489973,
"ci_low": -1.9032041806588234,
"ci_high": -1.0488765263211228,
"ci_width": 0.8543276543377005,
"ci_covers_truth": true,
"estimate_error": 0.2063066478478166,
"confidence": "high",
"oracle_profit": 5956.194061368765,
"profit_certainty_equivalent": 5948.70344648834,
"regret_certainty_equivalent": 0.0012576176671287667,
"interval_worst_certainty_equivalent": 0.02791992565668459,
"interval_mean_certainty_equivalent": 0.004506900602110896,
"profit_pessimistic_endpoint": 5865.615554751257,
"regret_pessimistic_endpoint": 0.015207447185945484,
"interval_worst_pessimistic_endpoint": 0.12580862658534475,
"interval_mean_pessimistic_endpoint": 0.05520181132784066,
"profit_value_robust_half": 5948.70344648834,
"regret_value_robust_half": 0.0012576176671287667,
"interval_worst_value_robust_half": 0.02791992565668459,
"interval_mean_value_robust_half": 0.004506900602110896,
"profit_value_robust_full": 5948.70344648834,
"regret_value_robust_full": 0.0012576176671287667,
"interval_worst_value_robust_full": 0.02791992565668459,
"interval_mean_value_robust_full": 0.004506900602110896,
"profit_regret_robust_cvar": 5954.134142276648,
"regret_regret_robust_cvar": 0.0003458448584603765,
"interval_worst_regret_robust_cvar": 0.021520064921277778,
"interval_mean_regret_robust_cvar": 0.008834474619076821,
"profit_regret_robust_mean": 5948.70344648834,
"regret_regret_robust_mean": 0.0012576176671287667,
"interval_worst_regret_robust_mean": 0.02791992565668459,
"interval_mean_regret_robust_mean": 0.004506900602110896
},
{
"sku": "SKU-002-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.7886311034736813,
"point_estimate": -1.8919233919037517,
"ci_low": -2.2528839650781913,
"ci_high": -1.5309628187293123,
"ci_width": 0.721921146348879,
"ci_covers_truth": true,
"estimate_error": -0.10329228843007043,
"confidence": "high",
"oracle_profit": 7197.295050403633,
"profit_certainty_equivalent": 7168.4725204273855,
"regret_certainty_equivalent": 0.00400463365394902,
"interval_worst_certainty_equivalent": 0.04204029297721345,
"interval_mean_certainty_equivalent": 0.01329726448290849,
"profit_pessimistic_endpoint": 6976.74226806816,
"regret_pessimistic_endpoint": 0.030643843387121315,
"interval_worst_pessimistic_endpoint": 0.09731008373558074,
"interval_mean_pessimistic_endpoint": 0.029417723893995648,
"profit_value_robust_half": 7184.589017644773,
"regret_value_robust_half": 0.0017653900069231042,
"interval_worst_value_robust_half": 0.0697981539281842,
"interval_mean_value_robust_half": 0.02316165816523124,
"profit_value_robust_full": 7123.389283353082,
"regret_value_robust_full": 0.010268547632545104,
"interval_worst_value_robust_full": 0.10799659311019444,
"interval_mean_value_robust_full": 0.03817575454237131,
"profit_regret_robust_cvar": 7180.377315423086,
"regret_regret_robust_cvar": 0.0023505684930337886,
"interval_worst_regret_robust_cvar": 0.03571692793012004,
"interval_mean_regret_robust_cvar": 0.013895966351416211,
"profit_regret_robust_mean": 7168.472520530318,
"regret_regret_robust_mean": 0.0040046336396474015,
"interval_worst_regret_robust_mean": 0.04204029297667847,
"interval_mean_regret_robust_mean": 0.013297274826415116
},
{
"sku": "SKU-003-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.5813148053550212,
"point_estimate": -2.0349578960228465,
"ci_low": -2.3895529901842183,
"ci_high": -1.680362801861475,
"ci_width": 0.7091901883227434,
"ci_covers_truth": false,
"estimate_error": -0.45364309066782527,
"confidence": "high",
"oracle_profit": 7611.1016146854745,
"profit_certainty_equivalent": 7241.86138918875,
"regret_certainty_equivalent": 0.04851337482924715,
"interval_worst_certainty_equivalent": 0.027298046481356638,
"interval_mean_certainty_equivalent": 0.007221697980555348,
"profit_pessimistic_endpoint": 6930.319591496565,
"regret_pessimistic_endpoint": 0.08944592486787369,
"interval_worst_pessimistic_endpoint": 0.05960608277666883,
"interval_mean_pessimistic_endpoint": 0.014947118214190949,
"profit_value_robust_half": 7450.920805284215,
"regret_value_robust_half": 0.02104568004875847,
"interval_worst_value_robust_half": 0.04512323525259818,
"interval_mean_value_robust_half": 0.01731861948933123,
"profit_value_robust_full": 7563.051663748465,
"regret_value_robust_full": 0.006313140116839041,
"interval_worst_value_robust_full": 0.09035538939974952,
"interval_mean_value_robust_full": 0.03692529665148835,
"profit_regret_robust_cvar": 7275.433980208225,
"regret_regret_robust_cvar": 0.04410237196539135,
"interval_worst_regret_robust_cvar": 0.023928122660801743,
"interval_mean_regret_robust_cvar": 0.009961064626121983,
"profit_regret_robust_mean": 7241.861432234109,
"regret_regret_robust_mean": 0.048513369173645446,
"interval_worst_regret_robust_mean": 0.02729802597611071,
"interval_mean_regret_robust_mean": 0.00722970200981876
},
{
"sku": "SKU-004-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -2.094581634800667,
"point_estimate": -2.2454340759523106,
"ci_low": -2.6673275587452387,
"ci_high": -1.8235405931593824,
"ci_width": 0.8437869655858563,
"ci_covers_truth": true,
"estimate_error": -0.15085244115164365,
"confidence": "high",
"oracle_profit": 1907.2102933202295,
"profit_certainty_equivalent": 1905.943111171672,
"regret_certainty_equivalent": 0.0006644165842622311,
"interval_worst_certainty_equivalent": 0.024497646925272513,
"interval_mean_certainty_equivalent": 0.004597070921843267,
"profit_pessimistic_endpoint": 1900.8430871317157,
"regret_pessimistic_endpoint": 0.0033384919381015186,
"interval_worst_pessimistic_endpoint": 0.028331672590480732,
"interval_mean_pessimistic_endpoint": 0.005893379578631005,
"profit_value_robust_half": 1906.4782180324517,
"regret_value_robust_half": 0.0003838461287367695,
"interval_worst_value_robust_half": 0.015770127303596834,
"interval_mean_value_robust_half": 0.0035472044103320634,
"profit_value_robust_full": 1875.4798858765494,
"regret_value_robust_full": 0.016637078540741965,
"interval_worst_value_robust_full": 0.057327937326714505,
"interval_mean_value_robust_full": 0.030042113255006966,
"profit_regret_robust_cvar": 1901.027462132353,
"regret_regret_robust_cvar": 0.003241819326128353,
"interval_worst_regret_robust_cvar": 0.013419242166429793,
"interval_mean_regret_robust_cvar": 0.006662472988963135,
"profit_regret_robust_mean": 1905.5708504525487,
"regret_regret_robust_mean": 0.0008596025689577994,
"interval_worst_regret_robust_mean": 0.02034903650357609,
"interval_mean_regret_robust_mean": 0.003668768541429989
},
{
"sku": "SKU-005-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.8651639791972212,
"point_estimate": -2.161253857718142,
"ci_low": -2.617723439283425,
"ci_high": -1.7047842761528595,
"ci_width": 0.9129391631305654,
"ci_covers_truth": true,
"estimate_error": -0.29608987852092095,
"confidence": "high",
"oracle_profit": 2419.994620402721,
"profit_certainty_equivalent": 2389.1351945877864,
"regret_certainty_equivalent": 0.012751857196194592,
"interval_worst_certainty_equivalent": 0.038477316858613754,
"interval_mean_certainty_equivalent": 0.007563492398888736,
"profit_pessimistic_endpoint": 2367.5763025942274,
"regret_pessimistic_endpoint": 0.021660510055088664,
"interval_worst_pessimistic_endpoint": 0.05420235450458811,
"interval_mean_pessimistic_endpoint": 0.011677605991096747,
"profit_value_robust_half": 2409.705796802703,
"regret_value_robust_half": 0.004251589451180628,
"interval_worst_value_robust_half": 0.02302296826138284,
"interval_mean_value_robust_half": 0.006666811094442254,
"profit_value_robust_full": 2402.624895446226,
"regret_value_robust_full": 0.007177588251664885,
"interval_worst_value_robust_full": 0.11708852548693711,
"interval_mean_value_robust_full": 0.05446040761851698,
"profit_regret_robust_cvar": 2404.8166380956777,
"regret_regret_robust_cvar": 0.006271907457594871,
"interval_worst_regret_robust_cvar": 0.024782539959727748,
"interval_mean_regret_robust_cvar": 0.011776899673457974,
"profit_regret_robust_mean": 2392.1278503728345,
"regret_regret_robust_mean": 0.011515219825261064,
"interval_worst_regret_robust_mean": 0.03678464470923881,
"interval_mean_regret_robust_mean": 0.0072841679141953785
},
{
"sku": "SKU-006-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.9928477250719914,
"point_estimate": -2.119006403531365,
"ci_low": -2.5223675313780776,
"ci_high": -1.715645275684652,
"ci_width": 0.8067222556934255,
"ci_covers_truth": true,
"estimate_error": -0.12615867845937356,
"confidence": "high",
"oracle_profit": 4095.9084004167544,
"profit_certainty_equivalent": 4084.580497138501,
"regret_certainty_equivalent": 0.002765663235315715,
"interval_worst_certainty_equivalent": 0.0363783691008498,
"interval_mean_certainty_equivalent": 0.007491390325495787,
"profit_pessimistic_endpoint": 4068.8983500778186,
"regret_pessimistic_endpoint": 0.006594398042736394,
"interval_worst_pessimistic_endpoint": 0.048749170690255736,
"interval_mean_pessimistic_endpoint": 0.010941269594629894,
"profit_value_robust_half": 4089.194967944491,
"regret_value_robust_half": 0.001639058254227618,
"interval_worst_value_robust_half": 0.026134179057178887,
"interval_mean_value_robust_half": 0.012682850821432685,
"profit_value_robust_full": 3999.096404645195,
"regret_value_robust_full": 0.023636269737308792,
"interval_worst_value_robust_full": 0.10695114933669808,
"interval_mean_value_robust_full": 0.04844499518879805,
"profit_regret_robust_cvar": 4087.8405253618257,
"regret_regret_robust_cvar": 0.001969740107983803,
"interval_worst_regret_robust_cvar": 0.022201608467832097,
"interval_mean_regret_robust_cvar": 0.01019065392069143,
"profit_regret_robust_mean": 4089.481586145471,
"regret_regret_robust_mean": 0.0015690815426022773,
"interval_worst_regret_robust_mean": 0.03073165186649881,
"interval_mean_regret_robust_mean": 0.006555510840734658
},
{
"sku": "SKU-007-d120-s1",
"n_days": 120,
"seed": 1,
"true_elasticity": -1.560461514946149,
"point_estimate": -1.7951518799515056,
"ci_low": -2.115553998373695,
"ci_high": -1.4747497615293164,
"ci_width": 0.6408042368443787,
"ci_covers_truth": true,
"estimate_error": -0.23469036500535667,
"confidence": "high",
"oracle_profit": 2212.1147648739006,
"profit_certainty_equivalent": 2179.54820065014,
"regret_certainty_equivalent": 0.014721914405565154,
"interval_worst_certainty_equivalent": 0.03138972701126399,
"interval_mean_certainty_equivalent": 0.012270820639266843,
"profit_pessimistic_endpoint": 2047.7809508657115,
"regret_pessimistic_endpoint": 0.07428810503760498,
"interval_worst_pessimistic_endpoint": 0.09615358099444646,
"interval_mean_pessimistic_endpoint": 0.0335828582303498,
"profit_value_robust_half": 2212.1147648739006,
"regret_value_robust_half": 0.0,
"interval_worst_value_robust_half": 0.0754970265851947,
"interval_mean_value_robust_half": 0.02289318076462584,
"profit_value_robust_full": 2212.1147648739006,
"regret_value_robust_full": 0.0,
"interval_worst_value_robust_full": 0.0754970265851947,
"interval_mean_value_robust_full": 0.02289318076462584,
"profit_regret_robust_cvar": 2168.6288682008594,
"regret_regret_robust_cvar": 0.019658065378683053,
"interval_worst_regret_robust_cvar": 0.03059498849475748,
"interval_mean_regret_robust_cvar": 0.012409400133814518,
"profit_regret_robust_mean": 2179.54820065014,
"regret_regret_robust_mean": 0.014721914405565154,
"interval_worst_regret_robust_mean": 0.03138972701126399,
"interval_mean_regret_robust_mean": 0.012270820639266843
},
{
"sku": "SKU-000-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -1.6875157320809404,
"point_estimate": -1.8108020072170574,
"ci_low": -2.212119602415529,
"ci_high": -1.4094844120185859,
"ci_width": 0.8026351903969431,
"ci_covers_truth": true,
"estimate_error": -0.12328627513611701,
"confidence": "high",
"oracle_profit": 5612.597660593179,
"profit_certainty_equivalent": 5574.604441674627,
"regret_certainty_equivalent": 0.006769275336678343,
"interval_worst_certainty_equivalent": 0.045815005729503436,
"interval_mean_certainty_equivalent": 0.01750901528315589,
"profit_pessimistic_endpoint": 5319.434128702683,
"regret_pessimistic_endpoint": 0.052233127977235554,
"interval_worst_pessimistic_endpoint": 0.13093080127942017,
"interval_mean_pessimistic_endpoint": 0.04406115030080721,
"profit_value_robust_half": 5604.516689420295,
"regret_value_robust_half": 0.0014397916368782244,
"interval_worst_value_robust_half": 0.0987602940445193,
"interval_mean_value_robust_half": 0.02988770578488305,
"profit_value_robust_full": 5604.516689420295,
"regret_value_robust_full": 0.0014397916368782244,
"interval_worst_value_robust_full": 0.0987602940445193,
"interval_mean_value_robust_full": 0.02988770578488305,
"profit_regret_robust_cvar": 5580.235146507175,
"regret_regret_robust_cvar": 0.005766049170640839,
"interval_worst_regret_robust_cvar": 0.042615647992143256,
"interval_mean_regret_robust_cvar": 0.017675373863970733,
"profit_regret_robust_mean": 5574.604441674628,
"regret_regret_robust_mean": 0.006769275336678181,
"interval_worst_regret_robust_mean": 0.045815005729503436,
"interval_mean_regret_robust_mean": 0.017509015283490945
},
{
"sku": "SKU-001-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -2.021529134569621,
"point_estimate": -2.2891997785147193,
"ci_low": -2.846185724522416,
"ci_high": -1.7322138325070227,
"ci_width": 1.1139718920153934,
"ci_covers_truth": true,
"estimate_error": -0.26767064394509843,
"confidence": "low",
"oracle_profit": 5107.288744003201,
"profit_certainty_equivalent": 5090.763552441955,
"regret_certainty_equivalent": 0.0032356094181378472,
"interval_worst_certainty_equivalent": 0.042202072724199104,
"interval_mean_certainty_equivalent": 0.007715758870285836,
"profit_pessimistic_endpoint": 5072.087215121152,
"regret_pessimistic_endpoint": 0.0068924101703434874,
"interval_worst_pessimistic_endpoint": 0.04685924864210671,
"interval_mean_pessimistic_endpoint": 0.009315769093010703,
"profit_value_robust_half": 5107.288705095651,
"regret_value_robust_half": 7.618043992366266e-09,
"interval_worst_value_robust_half": 0.01859914895026446,
"interval_mean_value_robust_half": 0.005005813191766389,
"profit_value_robust_full": 5016.377321806025,
"regret_value_robust_full": 0.017800329441706394,
"interval_worst_value_robust_full": 0.0983136648441037,
"interval_mean_value_robust_full": 0.050801507840271584,
"profit_regret_robust_cvar": 5088.473015802446,
"regret_regret_robust_cvar": 0.003684093291738761,
"interval_worst_regret_robust_cvar": 0.023511729263698898,
"interval_mean_regret_robust_cvar": 0.010951589960694666,
"profit_regret_robust_mean": 5094.820598421542,
"regret_regret_robust_mean": 0.0024412454839759417,
"interval_worst_regret_robust_mean": 0.03441042709992548,
"interval_mean_regret_robust_mean": 0.00604036908728413
},
{
"sku": "SKU-002-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -1.4089730195495858,
"point_estimate": -0.8320937509661306,
"ci_low": -2.2608113772584213,
"ci_high": -0.15,
"ci_width": 2.1108113772584214,
"ci_covers_truth": true,
"estimate_error": 0.5768792685834552,
"confidence": "low",
"oracle_profit": 3128.6929573874513,
"profit_certainty_equivalent": 3128.6929573874513,
"regret_certainty_equivalent": 0.0,
"interval_worst_certainty_equivalent": 0.10988033851141939,
"interval_mean_certainty_equivalent": 0.017953378444792726,
"profit_pessimistic_endpoint": 2716.9210006646385,
"regret_pessimistic_endpoint": 0.13161149474592554,
"interval_worst_pessimistic_endpoint": 0.4114528804211286,
"interval_mean_pessimistic_endpoint": 0.18678820082561864,
"profit_value_robust_half": 3128.6929573874513,
"regret_value_robust_half": 0.0,
"interval_worst_value_robust_half": 0.10988033851141939,
"interval_mean_value_robust_half": 0.017953378444792726,
"profit_value_robust_full": 3128.6929573874513,
"regret_value_robust_full": 0.0,
"interval_worst_value_robust_full": 0.10988033851141939,
"interval_mean_value_robust_full": 0.017953378444792726,
"profit_regret_robust_cvar": 3091.7765130783396,
"regret_regret_robust_cvar": 0.011799318377325858,
"interval_worst_regret_robust_cvar": 0.08383569171920345,
"interval_mean_regret_robust_cvar": 0.03908509610134563,
"profit_regret_robust_mean": 3128.6929573874513,
"regret_regret_robust_mean": 0.0,
"interval_worst_regret_robust_mean": 0.10988033851141939,
"interval_mean_regret_robust_mean": 0.017953378444792726
},
{
"sku": "SKU-003-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -1.924222618663661,
"point_estimate": -2.4766771276679425,
"ci_low": -3.0004254213332957,
"ci_high": -1.9529288340025892,
"ci_width": 1.0474965873307065,
"ci_covers_truth": false,
"estimate_error": -0.5524545090042814,
"confidence": "low",
"oracle_profit": 5192.282023911784,
"profit_certainty_equivalent": 5126.025160467145,
"regret_certainty_equivalent": 0.012760644190648558,
"interval_worst_certainty_equivalent": 0.009413491492666987,
"interval_mean_certainty_equivalent": 0.0018250672711869267,
"profit_pessimistic_endpoint": 5114.188157093271,
"regret_pessimistic_endpoint": 0.01504037462889544,
"interval_worst_pessimistic_endpoint": 0.012063263989097897,
"interval_mean_pessimistic_endpoint": 0.0037892479789055048,
"profit_value_robust_half": 5136.1828798311535,
"regret_value_robust_half": 0.010804333012397875,
"interval_worst_value_robust_half": 0.007576601470237802,
"interval_mean_value_robust_half": 0.0025311116781945317,
"profit_value_robust_full": 5185.253720028472,
"regret_value_robust_full": 0.001353605958024656,
"interval_worst_value_robust_full": 0.006053729761616919,
"interval_mean_value_robust_full": 0.0031376314097251606,
"profit_regret_robust_cvar": 5150.8685580556885,
"regret_regret_robust_cvar": 0.007975966187001322,
"interval_worst_regret_robust_cvar": 0.005585169100646796,
"interval_mean_regret_robust_cvar": 0.002041764148585897,
"profit_regret_robust_mean": 5135.247975131536,
"regret_regret_robust_mean": 0.01098438962244181,
"interval_worst_regret_robust_mean": 0.008003142967605183,
"interval_mean_regret_robust_mean": 0.0016531274791224172
},
{
"sku": "SKU-004-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -1.9315295616231851,
"point_estimate": -2.09185457131548,
"ci_low": -2.5087980163617534,
"ci_high": -1.6749111262692065,
"ci_width": 0.8338868900925469,
"ci_covers_truth": true,
"estimate_error": -0.1603250096922948,
"confidence": "high",
"oracle_profit": 4549.71163774659,
"profit_certainty_equivalent": 4520.065561711934,
"regret_certainty_equivalent": 0.00651603406877443,
"interval_worst_certainty_equivalent": 0.04513474567791207,
"interval_mean_certainty_equivalent": 0.009548997403406229,
"profit_pessimistic_endpoint": 4495.84663248509,
"regret_pessimistic_endpoint": 0.011839213020581432,
"interval_worst_pessimistic_endpoint": 0.05937768818180816,
"interval_mean_pessimistic_endpoint": 0.013636104742632715,
"profit_value_robust_half": 4549.711637724823,
"regret_value_robust_half": 4.784245339186454e-12,
"interval_worst_value_robust_half": 0.026085200749803344,
"interval_mean_value_robust_half": 0.01286280937094948,
"profit_value_robust_full": 4482.261004573631,
"regret_value_robust_full": 0.014825254553136111,
"interval_worst_value_robust_full": 0.10555685407207409,
"interval_mean_value_robust_full": 0.045571007139389094,
"profit_regret_robust_cvar": 4539.541356285905,
"regret_regret_robust_cvar": 0.0022353683640755633,
"interval_worst_regret_robust_cvar": 0.02706101827056771,
"interval_mean_regret_robust_cvar": 0.011839979425354525,
"profit_regret_robust_mean": 4532.489696527437,
"regret_regret_robust_mean": 0.003785281923423686,
"interval_worst_regret_robust_mean": 0.03765444367961262,
"interval_mean_regret_robust_mean": 0.0082839510865605
},
{
"sku": "SKU-005-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -2.1168587021435594,
"point_estimate": -2.0746490182980444,
"ci_low": -2.5618425945765493,
"ci_high": -1.5874554420195393,
"ci_width": 0.97438715255701,
"ci_covers_truth": true,
"estimate_error": 0.042209683845515045,
"confidence": "high",
"oracle_profit": 6308.30742056637,
"profit_certainty_equivalent": 6308.021910584235,
"regret_certainty_equivalent": 4.5259364057572474e-05,
"interval_worst_certainty_equivalent": 0.06724717911768863,
"interval_mean_certainty_equivalent": 0.01436057464979049,
"profit_pessimistic_endpoint": 6293.4918958877815,
"regret_pessimistic_endpoint": 0.002348573664987625,
"interval_worst_pessimistic_endpoint": 0.08923755386531944,
"interval_mean_pessimistic_endpoint": 0.020636903064403442,
"profit_value_robust_half": 6186.278433966731,
"regret_value_robust_half": 0.01934417244819092,
"interval_worst_value_robust_half": 0.05431701900479546,
"interval_mean_value_robust_half": 0.023714415591666087,
"profit_value_robust_full": 5830.4561789468735,
"regret_value_robust_full": 0.07574951722574642,
"interval_worst_value_robust_full": 0.1668358593686663,
"interval_mean_value_robust_full": 0.07234312752572726,
"profit_regret_robust_cvar": 6251.0568976715085,
"regret_regret_robust_cvar": 0.009075417394563369,
"interval_worst_regret_robust_cvar": 0.03995234661329311,
"interval_mean_regret_robust_cvar": 0.017084431298240457,
"profit_regret_robust_mean": 6300.472281261846,
"regret_regret_robust_mean": 0.0012420351105559531,
"interval_worst_regret_robust_mean": 0.0569380541419077,
"interval_mean_regret_robust_mean": 0.012308652700914096
},
{
"sku": "SKU-006-d120-s2",
"n_days": 120,
"seed": 2,
"true_elasticity": -1.6180167715036577,