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. Author manuscript; available in PMC: 2018 Feb 10.
Published in final edited form as: Stat Med. 2016 Sep 19;36(3):403–415. doi: 10.1002/sim.7136

Table 2.

Simulation results for selected parameters in the piece-wise linear trajectory model.

true weights estimated weights
bias V1 V2 coverage bias V1 V2 coverage
“independence” working correlation structure
n = 50
β 2 0.01 0.89 0.90 0.93 −0.01 0.89 0.87 0.97
β 4 0.00 0.13 0.14 0.93 0.01 0.15 0.13 0.97
β 6 −0.01 0.15 0.16 0.94 −0.01 0.16 0.15 0.96
β 7 0.01 0.05 0.06 0.93 0.01 0.07 0.06 0.96
n = 100
β 2 −0.03 0.47 0.46 0.95 −0.03 0.46 0.44 0.96
β 4 0.01 0.071 0.073 0.94 0.01 0.072 0.069 0.97
β 6 0.01 0.078 0.080 0.93 0.01 0.077 0.075 0.96
β 7 0.02 0.027 0.030 0.92 0.02 0.029 0.028 0.95
n = 300
β 2 −0.02 0.16 0.16 0.95 −0.02 0.16 0.15 0.96
β 4 0.00 0.024 0.024 0.95 −0.00 0.023 0.022 0.96
β 6 0.01 0.026 0.025 0.95 0.01 0.024 0.023 0.96
β 7 0.01 0.01 0.01 0.94 0.01 0.01 0.01 0.94
“true” working correlation structure
n = 50
β 2 −0.01 0.86 0.88 0.93 −0.01 0.87 0.84 0.97
β 4 0.00 0.12 0.13 0.92 0.01 0.13 0.12 0.96
β 6 0.01 0.14 0.15 0.92 0.01 0.15 0.14 0.97
β 7 0.00 0.05 0.06 0.91 0.00 0.06 0.06 0.93
n = 100
β 2 −0.03 0.45 0.45 0.95 −0.03 0.43 0.43 0.96
β 4 0.01 0.072 0.071 0.95 0.01 0.069 0.067 0.96
β 6 0.01 0.075 0.077 0.92 0.01 0.076 0.074 0.96
β 7 0.02 0.027 0.028 0.93 0.02 0.029 0.028 0.95
n = 300
β 2 −0.02 0.15 0.15 0.95 −0.02 0.14 0.14 0.96
β 4 −0.00 0.023 0.024 0.94 −0.00 0.024 0.023 0.96
β 6 0.01 0.025 0.026 0.93 0.01 0.025 0.024 0.96
β 7 0.01 0.01 0.01 0.94 0.01 0.01 0.01 0.94

V1: mean estimated variance; V2: empirical variance; coverage: empirical coverage rate for the 95% confidence interval.