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+ },
481
+ "COMBINED": {
482
+ "pair": "XSD/XBI",
483
+ "expected_return": 0.3093425603009476
484
+ }
485
+ },
486
+ "n_observations": 2469
487
+ },
488
+ "2018-2026": {
489
+ "start_year": 2018,
490
+ "start_date": "2018-01-01T00:00:00",
491
+ "top_pairs": {
492
+ "FI_COMMODITIES": {
493
+ "pair": "GLD/SLV",
494
+ "expected_return": 0.00267430332348459
495
+ },
496
+ "EQUITY_SECTORS": {
497
+ "pair": "XSD/XBI",
498
+ "expected_return": 0.2111191885502861
499
+ },
500
+ "COMBINED": {
501
+ "pair": "XSD/XBI",
502
+ "expected_return": 0.2111191885502861
503
+ }
504
+ },
505
+ "n_observations": 2209
506
+ },
507
+ "2019-2026": {
508
+ "start_year": 2019,
509
+ "start_date": "2019-01-01T00:00:00",
510
+ "top_pairs": {
511
+ "FI_COMMODITIES": {
512
+ "pair": "LQD/VNQ",
513
+ "expected_return": 0.03109289727625574
514
+ },
515
+ "EQUITY_SECTORS": {
516
+ "pair": "QQQ/XLY",
517
+ "expected_return": 0.06634600931549169
518
+ },
519
+ "COMBINED": {
520
+ "pair": "XSD/GDX",
521
+ "expected_return": 0.2194524873110048
522
+ }
523
+ },
524
+ "n_observations": 1948
525
+ },
526
+ "2020-2026": {
527
+ "start_year": 2020,
528
+ "start_date": "2020-01-01T00:00:00",
529
+ "top_pairs": {
530
+ "EQUITY_SECTORS": {
531
+ "pair": "XLV/XLP",
532
+ "expected_return": 0.03238668053069024
533
+ },
534
+ "COMBINED": {
535
+ "pair": "XBI/LQD",
536
+ "expected_return": 0.06422014692722572
537
+ }
538
+ },
539
+ "n_observations": 1687
540
+ },
541
+ "2021-2026": {
542
+ "start_year": 2021,
543
+ "start_date": "2021-01-01T00:00:00",
544
+ "top_pairs": {
545
+ "FI_COMMODITIES": {
546
+ "pair": "HYG/VNQ",
547
+ "expected_return": 0.030392318783290947
548
+ },
549
+ "EQUITY_SECTORS": {
550
+ "pair": "XSD/XBI",
551
+ "expected_return": 0.09012257557554555
552
+ },
553
+ "COMBINED": {
554
+ "pair": "XSD/XBI",
555
+ "expected_return": 0.09012257557554555
556
+ }
557
+ },
558
+ "n_observations": 1425
559
+ },
560
+ "2022-2026": {
561
+ "start_year": 2022,
562
+ "start_date": "2022-01-01T00:00:00",
563
+ "top_pairs": {
564
+ "FI_COMMODITIES": {
565
+ "pair": "LQD/VNQ",
566
+ "expected_return": 0.03663262464882729
567
+ },
568
+ "EQUITY_SECTORS": {
569
+ "pair": "XSD/XBI",
570
+ "expected_return": 1.2485149130595208
571
+ },
572
+ "COMBINED": {
573
+ "pair": "XSD/XBI",
574
+ "expected_return": 1.2485149130595208
575
+ }
576
+ },
577
+ "n_observations": 1164
578
+ },
579
+ "2023-2026": {
580
+ "start_year": 2023,
581
+ "start_date": "2023-01-01T00:00:00",
582
+ "top_pairs": {
583
+ "EQUITY_SECTORS": {
584
+ "pair": "QQQ/IWF",
585
+ "expected_return": 0.16436747850203592
586
+ },
587
+ "COMBINED": {
588
+ "pair": "TLT/XSD",
589
+ "expected_return": 0.07247992241798365
590
+ }
591
+ },
592
+ "n_observations": 904
593
+ },
594
+ "2024-2026": {
595
+ "start_year": 2024,
596
+ "start_date": "2024-01-01T00:00:00",
597
+ "top_pairs": {
598
+ "EQUITY_SECTORS": {
599
+ "pair": "QQQ/IWF",
600
+ "expected_return": 0.2749072407187889
601
+ },
602
+ "COMBINED": {
603
+ "pair": "XLP/TLT",
604
+ "expected_return": 0.13310489415676988
605
+ }
606
+ },
607
+ "n_observations": 644
608
+ }
609
+ }
610
+ }