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. 2020 Nov 25;2020:8810143. doi: 10.1155/2020/8810143

Table 3.

Accuracies achieved by simulation under MAR missing mechanism.

Variable Model Complete Variable Missing Percent Exclude Variable
10% 20% 30% 40% 50% 60% 70% 80% 90%
x1 BART.m 66.56 66.26 65.96 65.63 65.37 65.08 64.79 64.52 64.24 64.01 63.65
BART.i 66.56 66.04 65.47 64.76 64.00 63.28 62.42 61.69 61.17 60.64 63.65
RF.i 63.63 63.25 62.81 62.31 61.68 61.11 60.47 59.91 59.40 59.07 60.74

x2 BART.m 66.56 66.53 66.51 66.54 66.54 66.57 66.60 66.61 66.65 66.67 66.67
BART.i 66.56 66.50 66.45 66.31 66.14 65.81 65.42 64.78 63.88 62.17 66.67
RF.i 63.65 63.55 63.48 63.29 63.17 62.90 62.51 61.96 61.34 59.87 65.91

x3 BART.m 66.56 66.22 65.87 65.48 65.08 64.68 64.30 63.87 63.48 63.13 62.62
BART.i 66.56 65.98 64.90 63.74 62.64 61.52 60.34 59.31 58.27 56.98 62.62
RF.i 63.63 63.17 62.36 61.59 60.81 59.95 59.01 58.13 57.25 55.97 63.03

x4 BART.m 66.56 66.30 66.08 65.71 65.27 64.76 63.99 63.25 62.28 61.32 60.14
BART.i 66.56 66.14 65.50 64.55 63.42 62.06 60.39 58.71 56.77 54.81 60.14
RF.i 63.63 63.35 62.90 62.27 61.49 60.63 59.32 57.95 56.21 54.46 59.60