TABLE 4.

Root mean square difference (RMSD), mean signed difference (MSD), and correlation between true and imputed MET-minutes of MVPAAU.

	Artificially Generated Missing Data (MCAR)				Artificially Generated Missing Data (NMAR)
	EM-Imputed		Mean across Multiple (5) Imputations		EM-Imputed		Mean across Multiple (5) Imputations
Day of the Week	RMSD (MSD)	Spearman Correlation	RMSD (MSD)	Spearman Correlation	RMSD (MSD)	Spearman Correlation	RMSD (MSD)	Spearman Correlation
Mon	101 (−26)	0.63	108 (−32)	0.64	64 (14)	0.54	67 (15)	0.41
Tues	92 (−4)	0.72	108 (7)	0.80	65 (30)	0.33	63 (13)	0.55
Weds	76 (11)	0.75	80 (8)	0.87	65 (39)	0.61	87 (44)	0.37
Thurs	129 (−6)	0.21	133 (5)	0.34	60 (35)	0.56	62 (12)	0.44
Fri	119 (19)	0.53	119 (26)	0.42	89 (52)	0.36	87 (45)	0.32
Sat	139 (−8)	0.29	156 (−9)	0.13	76 (26)	0.21	98 (25)	0.09
Sun	92 (3)	0.45	92 (5)	0.40	60 (25)	0.29	69 (23)	0.32
Weekday average	105 (−5.9)	0.58	111 (−3.7)	0.60	69 (30)	0.48	72 (24)	0.41
Weekend average	114 (−2.3)	0.38	122 (−1.1)	0.27	68 (25)	0.25	83 (24)	0.20
Daily average^a	109 (−4.4)	0.49	116 (−2.6)	0.46	69 (28)	0.38	77 (24)	0.32
Weekdays
6–9 a.m.	41 (−8)	0.59	42 (−8)	0.49	20 (14)	0.37	21 (10)	0.16
9 a.m.–2 p.m.	31 (3)	0.42	33 (6)	0.38	28 (10)	0.38	32 (10)	0.28
2–5 p.m.	44 (5)	0.38	46 (6)	0.26	30 (17)	0.34	41 (16)	0.13
5 p.m.–8 p.m.	81 (−4)	0.09	80 (−3)	0.21	25 (16)	0.00	34 s(10)	0.19
8 p.m.–12 a.m.	26 (6)	0.44	28 (9)	0.11	20 (8)	0.27	29 (2)	−0.04
Weekday average	44 (0.3)	0.37	46 (2.1)	0.29	25 (13)	0.27	31 (9.4)	0.14
Weekend days
6–11 a.m.	31 (−2)	0.12	32 (0)	0.11	12 (10)	0.12	23 (12)	0.06
11 a.m.–2 p.m.	36 (1)	0.05	36 (0)	0.05	20 (10)	0.24	26 (−1)	−0.08
2–5 p.m.	38 (3)	0.22	41 (4)	0.17	26 (12)	0.33	34 (4)	0.15
5–8 p.m.	39 (−4)	0.23	45 (−1)	−0.11	24 (18)	0.09	34 (10)	0.10
8 p.m.–12 a.m.	36 (0)	0.23	37 (3)	−0.05	22 (11)	0.28	41 (15)	0.15
Weekend average	36 (−0.5)	0.17	38 (1.1)	0.12	21 (12)	0.21	32 (8.1)	0.08
Daily average^a	42 (0.1)	0.32	44 (1.8)	0.24	23 (13)	0.25	31 (9.0)	0.12