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. Author manuscript; available in PMC: 2021 Apr 15.
Published in final edited form as: Ann Appl Stat. 2021 Mar 18;15(1):437–459. doi: 10.1214/20-aoas1381

Table 3:

Diagnostic statistics for global parameters in BHM for ASSAF. Burn1, Size1, and DF1 are the length of burn-in, required sample size, and dependence factor of the Raftery-Lewis diagnostics with parameters q = 0.025, r = 0.0125, and s = 0.95. Burn2, Size2, and DF2 are the same, but for q = 0.975.

Parameters Burn1 Size1 DF1 Burn2 Size2 DF2
σ402[β] - - - - - -
σ452[β] 2 606 1.01 2 631 1.05
σ502[β] 2 641 1.07 2 581 0.97
σ552[β] 2 577 0.96 2 631 1.05
σ602[β] 2 616 1.03 2 591 0.98
σ652[β] 2 601 1.00 2 621 1.03
σ702[β] 2 616 1.03 2 621 1.03
σ752[β] 2 587 0.98 2 611 1.02
σ802[β] 2 626 1.04 3 664 1.11
σ402[β] - - - - - -
σ452[β] 3 669 1.12 3 653 1.09
σ502[β] 2 601 1.00 2 601 1.00
σ552[β] 2 591 0.98 2 621 1.03
σ602[β] 2 606 1.01 2 572 0.95
σ652[β] 2 611 1.02 2 611 1.02
σ702[β] 1 595 0.99 2 591 0.98
σ752[β] 3 648 1.08 2 641 1.07
σ802[β] 2 621 1.03 3 676 1.13
σ 2 591 0.98 3 658 1.10
σ2[τ] 2 591 0.98 3 648 1.08
μΔ1 6 1308 2.18 9 2040 3.40
μΔ2 8 1610 2.68 2 641 1.07
σΔ22 12 2160 3.60 8 1586 2.64
μΔ3 4 790 1.32 3 686 1.14
μΔ4 12 1980 3.30 15 2211 3.68
σΔ42 6 1701 2.84 8 1656 2.76
μk 6 1432 2.39 8 1456 2.43
σk2 4 1236 2.06 4 771 1.28
μδ 18 3090 5.15 24 4912 8.19
σδ2 15 2499 4.16 30 6955 11.60