TABLE 2.

Results for cluster 1 from Simulation 2

Model component (k = 1)	Parameter	True value	Conditional ignorability	Marginal ignorability
MSN regression	β111	−2.90	−3.03 (−3.70, −2.60)	−3.72 (−3.99, −3.45)
	β121	−2.70	−2.82 (−2.96, −2.69)	−2.87 (−2.92, −2.64)
	β131	−2.92	−2.79 (−3.69, −2.43)	−3.76 (−4.04, −3.48)
	β141	−3.68	−3.87 (−4.01, −3.73)	−3.83 (−3.96, −3.69)
	β112	−2.78	−2.67 (−3.42, −2.24)	−3.57 (−3.86, −3.29)
	β122	−2.59	−2.81 (−2.94, −2.67)	−2.87 (−2.91, −2.73)
	β132	−2.71	−2.43 (−3.11, −2.15)	−3.44 (−3.70, −3.17)
	β142	−2.79	−2.98 (−3.11, −2.84)	−2.97 (−3.10, −2.83)
	Σ111	1.00	1.25 (0.84, 1.82)	1.54 (1.31, 1.85)
	Σ112	0.50	0.59 (0.19, 1.15)	1.12 (0.91, 1.39)
	Σ113	0.25	0.24 (0.11, 0.38)	0.93 (0.73, 1.19)
	Σ114	0.12	0.17 (0.08, 0.21)	0.85 (0.65, 1.10)
	Σ122	1.00	0.95 (0.49, 1.51)	1.12 (0.91, 1.39)
	Σ123	0.50	0.52 (0.14, 1.04)	1.66 (1.40, 1.97)
	Σ124	0.25	0.31 (0.12, 0.41)	1.15 (0.92, 1.41)
	Σ133	1.00	1.12 (0.81, 1.19)	0.93 (0.73, 1.18)
	Σ134	0.50	0.53 (0.24, 0.89)	0.85 (0.65, 1.10)
	Σ144	1.00	1.08 (0.61, 1.75)	0.93 (0.73, 1.18)
	α11	−1.00	−0.81 (−1.36, −0.05)	−1.91 (−2.17, −1.74)
	α12	−1.00	−1.18 (−1.63, −0.03)	−1.22 (−0.75, −1.66)
	α13	−1.00	−1.10 (−1.66, −0.14)	−1.50 (−2.25, −0.64)
	α14	−1.00	−1.29 (−1.62, −0.37)	−1.43 (−1.88, −1.01)
Multinomial logita	δ11	−0.54	−0.53 (−0.75, −0.31)	−0.64 (−0.85, −0.43)
	δ12	−0.01	−0.02 (−0.33, 0.38)	−0.08 (−0.33, 0.28)
Missing data	γ11	−1.10	−1.06 (−1.40, −0.75)	/
	γ12	−1.27	−1.13 (−1.42, −0.86)	/
	γ13	−1.07	−1.17 (−1.49, −0.87)	/
	${\sigma }_1^2$	1.00	1.01 (0.86, 1.15)	/

Note. Posterior means (95% CrIs) are presented for conditional ignorability and marginal ignorability. 10 000 iterations were run with a burn-in of 1000.

^aMultinomial logit parameters comparing cluster 1 to cluster 3 (reference cluster).

Slashes (/) indicate that estimates are not applicable.