Table 3.

Number of times (out of 200) the PPL and DIC_O (observed data likelihood DIC) criterion choose the true model when fitting one of the following three models: MAR Selection model (SM0), Mixture model 1 (MM1), and Mixture Model 2 (MM2) for four choices of T(r, r ∘ y): T₁(r, r ∘ y) = r_Jy_J − r₁y₁, T₂(r, r ∘ y) = r_J(r_Jy_J − r₁y₁), $T_6(\mathit{r},\mathit{r}\circ \mathit{y})={\sum }_{j=1}^J\left\{\mathrm{I}(r_j=1,r_{j+1}=0)r_j{y}_j\right\}-\mathrm{I}(r_2=1)r_1{y}_1$ and $T_8(\mathit{r},\mathit{r}\circ \mathit{y})={\left[{\sum }_{j=1}^J\left\{\mathrm{I}(r_j=1,r_{j+1}=0)r_j{y}_j\right\}-\mathrm{I}(r_2=1)r_1{y}_1\right]}^2$.

True Model	Size	Model	T 1	T 2	T 6	T 8	DICo
SM0	50	SM0	193	198	192	194	200
		MM1	7	0	2	3	0
		MM2	0	2	6	3	0
SM0	100	SM0	161	197	158	168	199
		MM1	39	3	2	20	1
		MM2	0	0	40	12	0
SM0	2000	SM0	16	165	47	113	200
		MM1	184	35	1	74	0
		MM2	0	0	152	13	0
MM1	50	SM0	117	4	21	21	0
		MM1	83	196	179	179	200
		MM2	0	0	0	0	0
MM1	100	SM0	111	0	2	0	0
		MM1	89	200	198	200	200
		MM2	0	0	0	0	0
MM1	2000	SM0	79	0	0	0	0
		MM1	121	200	200	200	200
		MM2	0	0	0	0	0
MM2	50	SM0	29	0	5	7	0
		MM1	91	98	98	78	40
		MM2	80	102	97	115	160
MM2	100	SM0	5	0	0	0	0
		MM1	87	90	100	72	46
		MM2	108	110	100	128	154
MM2	2000	SM0	0	0	0	0	0
		MM1	101	110	106	103	57
		MM2	99	90	94	97	143