Table 4.
Simulation study.
Joint Model-JM | JM with local independence-JM | ||||||||
---|---|---|---|---|---|---|---|---|---|
Parameter | True | BIAS | SD | SE | CP | BIAS | SD | SE | CP |
For longitudinal outcomes | |||||||||
α | 1.850 | −0.072 | 0.183 | 0.175 | 1.000 | −0.003 | 0.194 | 0.187 | 1.000 |
β | 1.300 | 0.004 | 0.062 | 0.053 | 0.990 | 0.002 | 0.055 | 0.057 | 0.990 |
0.900 | −0.036 | 0.038 | 0.042 | 0.990 | −0.039 | 0.038 | 0.077 | 0.990 | |
For both processes | |||||||||
0.300 | −0.006 | 0.174 | 0.143 | 1.000 | 0.003 | 0.173 | 0.145 | 1.000 | |
0.800 | 0.023 | 0.088 | 0.073 | 0.990 | 0.019 | 0.085 | 0.077 | 0.990 | |
ρ | 0.300 | 0.025 | 0.090 | 0.085 | 1.000 | 0.004 | 0.093 | 0.086 | 1.000 |
For time-to-event | |||||||||
1.000 | 0.001 | 0.099 | 0.103 | 1.000 | 0.003 | 0.102 | 0.097 | 1.000 | |
1.010 | −0.012 | 0.098 | 0.091 | 0.990 | −0.008 | 0.099 | 0.093 | 0.990 | |
0.900 | 0.097 | 0.101 | 0.097 | 0.990 | |||||
0.900 | 0.096 | 0.101 | 0.096 | 0.990 |
Note: Operational characteristics for simulation studies.