Table 5.
Simulation study.
Joint Model-JM | JM with local independence-JM | ||||||||
---|---|---|---|---|---|---|---|---|---|
Parameter | True | BIAS | SD | SE | CP | BIAS | SD | SE | CP |
For longitudinal | |||||||||
α | 1.850 | −0.149 | 0.259 | 0.242 | 1.000 | −0.144 | 0.254 | 0.239 | 1.000 |
β | 1.300 | 0.089 | 0.078 | 0.080 | 0.990 | 0.085 | 0.077 | 0.079 | 0.990 |
0.900 | −0.087 | 0.037 | 0.038 | 0.970 | 0.089 | 0.039 | 0.084 | 0.970 | |
For both processes | |||||||||
0.300 | 0.005 | 0.174 | 0.292 | 1.000 | −0.008 | 0.172 | 0.141 | 1.000 | |
0.800 | −0.024 | 0.087 | 0.083 | 0.990 | −0.044 | 0.085 | 0.075 | 0.990 | |
ρ | 0.300 | −0.038 | 0.124 | 0.114 | 1.000 | −0.030 | 0.113 | 0.115 | 1.000 |
For time-to-event | |||||||||
1.000 | −0.004 | 0.102 | 0.102 | 1.000 | −0.005 | 0.103 | 0.106 | 1.000 | |
1.010 | −0.010 | 0.103 | 0.196 | 0.990 | −0.008 | 0.100 | 0.094 | 0.990 | |
0.900 | 0.101 | 0.095 | 0.185 | 0.990 | |||||
0.900 | 0.104 | 0.098 | 0.098 | 0.990 |
Note: Robustness check under model misspecification.