Table 1 Posterior median estimates and 95% credible intervals from application to illustrative example

BGLMM1

0.32 (0.14, 0.59)

0.55 (0.49, 0.62)

2.65 (0.84, 7.68)

104.10 (94.93, 118.30)

BGLMM2

0.33 (0.15, 0.62)

0.55 (0.49, 0.62)

2.53 (0.74, 7.31)

HPP

0.32 (0.13, 0.60)

0.56 (0.40, 0.72)

2.73 (0.74, 10.64)

HCP

0.32 (0.13, 0.64)

0.56 (0.35, 0.72)

2.60 (0.61, 9.38)

104.20 (95.07, 118.40)

BP

0.30 (0.23, 0.37)

0.56 (0.51, 0.62)

3.06 (2.42, 3.89)

131.40 (122.70, 144.90)

BPbias

0.30 (0.20, 0.44)

0.57 (0.45, 0.69)

3.06 (2.41, 3.93)

131.10 (122.60, 144.90)

BPrandom

0.30 (0.15, 0.53)

0.55 (0.29, 0.77)

2.74 (1.05, 6.78)

103.90 (94.82, 118.40)

RCT data only

BGLMM ^∗

0.32 (0.13, 0.61)

0.56 (0.28, 0.78)

2.64 (0.51, 13.32)

39.08 (34.99, 48.09)

BP ^∗

0.30 (0.19, 0.49)

0.57 (0.40, 0.71)

3.00 (2.00, 3.89)

65.84 (62.91, 73.80)

BPrandom ^∗

0.31 (0.15, 0.58)

0.56 (0.26, 0.81)

2.76 (0.95, 7.85)

39.59 (35.11, 49.61)

REMA

3.40 (0.82, 14.02)

39.17 (35.02, 48.34)

FEMA

3.18 (2.49, 4.08)

65.95 (63.07, 73.78)