. Author manuscript; available in PMC: 2020 Sep 10.

Published in final edited form as: Stat Med. 2020 May 5;39(20):2589–2605. doi: 10.1002/sim.8560

Table 3:

Y-and X-dependent nonignorability NISNI results for EMA baseline data, N = 461, $\sum n_{i}^{obs} = 14105$ , $\sum n_{i}^{mis} = 5645$ .

Parameter	MAR	SE	ISNIL	ISNIQ	Linear Correction		Nonlinear Correction
	Est			(ISNIQ_yy,ISNIQ_xy,ISNIQ_xx)	$Est (γ_{1 y} = \pm \frac{1}{σ_{Y}})$	MinNI^L	$Est (γ_{1}^{*} = 1)$	MinNI^Q
Intercept	7.712^***	0.130	(0.816,0)	(0.466,−0.550,0)	[7.291, 8.134]	0.31	[7.345, 8.201]	0.29
Hour	0.019^***	0.003	(−0.012,0)	(0.004,−0.005,0)	[0.013, 0.025]	0.54	[0.013, 0.026]	0.52
smoker	−0.032	0.095	(0.099,0)	(0.043,−0.057,0)	[−0.083, 0.019]	1.86	[−0.078, 0.025]	1.51
sociso	−0.418^***	0.007	(−0.0004,0)	(−0.189,0.219,0)	[−0.418, −0.418]	38.54	[−0.449, −0.412]	0.41
AloneBS	−0.900^**	0.322	(−1.284,0)	(0.252,−0.038,0)	[−1.563,−0.236]	0.49	[−1.530, −0.202]	0.47
Male	0.199^*	0.098	(0.230,0)	(−0.144,0.121,0)	[0.081, 0.318]	0.82	[0.061, 0.300]	0.73
Grade10	0.031	0.096	(0.091,0)	(−0.002,0.037,0)	[−0.016, 0.078]	2.03	[−0.017, 0.078]	1.88
Tuesday	−0.051	0.043	(0.045,0)	(0.032,0.002,0)	[−0.075,−0.028]	1.85	[−0.070, −0.023]	1.46
Wednesday	−0.103^*	0.043	(0.037,0)	(0.013,0.006,0)	[−0.122, −0.084]	2.28	[−0.121, −0.082]	1.92
Thursday	−0.060	0.044	(−0.006,0)	(0.009,−0.002,0)	[−0.063,−0.057]	14.99	[−0.062, −0.056]	4.33
Friday	0.053	0.043	(0.084,0)	(−0.041,−0.001,0)	[0.010, 0.097]	1.00	[0.004, 0.091]	0.90
Saturday	0.203^***	0.044	(0.193,0)	(−0.036,−0.019,0)	[0.104, 0.303]	0.44	[0.099, 0.298]	0.43
Sunday	0.120^**	0.044	(0.031,0)	(−0.050,−0.032,0)	[0.104, 0.136]	2.74	[0.097, 0.130]	1.55

^***

p < .001,

^**

p < .01,

p < .05.