Table 3.
RR |
Prob (Y = 1) |
Contamination rate |
Association bet Z and Y: Linear |
Association bet Z and Y: Linear |
Association bet Z and Y: Non-Linear |
Association bet Z and Y: Non-Linear |
||||
---|---|---|---|---|---|---|---|---|---|---|
Level of association bet Z and X, Z and Y: Moderate |
Level of association bet Z and X, Z and Y: Strong |
Level of association bet Z and X, Z and Y: Moderate |
Level of association bet Z and X, Z and Y: Strong |
|||||||
LB | RP | LB | RP | LB | RP | LB | RP | |||
1.5 |
10% |
0% |
0.025 |
0.025 |
0.027 |
0.027 |
0.025 |
0.025 |
0.024 |
0.024 |
2% |
0.026 |
0.025 |
0.025 |
0.024 |
0.036 |
0.026 |
0.033 |
0.026 |
||
5% |
0.049 |
0.038 |
0.045 |
0.038 |
0.066 |
0.044 |
0.063 |
0.046 |
||
25% |
0% |
0.008 |
0.008 |
0.008 |
0.008 |
0.009 |
0.009 |
0.008 |
0.008 |
|
2% |
0.010 |
0.010 |
0.009 |
0.010 |
0.011 |
0.010 |
0.013 |
0.012 |
||
5% |
0.018 |
0.017 |
0.019 |
0.019 |
0.027 |
0.020 |
0.038 |
0.028 |
||
40% |
0% |
0.004 |
0.004 |
0.004 |
0.004 |
0.004 |
0.004 |
0.004 |
0.004 |
|
2% |
0.005 |
0.005 |
0.006 |
0.006 |
0.006 |
0.006 |
0.008 |
0.007 |
||
5% |
0.010 |
0.010 |
0.013 |
0.014 |
0.016 |
0.014 |
0.027 |
0.021 |
||
2.0 |
10% |
0% |
0.028 |
0.028 |
0.027 |
0.027 |
0.027 |
0.027 |
0.029 |
0.029 |
2% |
0.040 |
0.038 |
0.035 |
0.035 |
0.057 |
0.039 |
0.053 |
0.038 |
||
5% |
0.105 |
0.085 |
0.096 |
0.081 |
0.134 |
0.091 |
0.135 |
0.093 |
||
25% |
0% |
0.009 |
0.009 |
0.010 |
0.010 |
0.009 |
0.009 |
0.009 |
0.010 |
|
2% |
0.012 |
0.013 |
0.014 |
0.014 |
0.016 |
0.014 |
0.018 |
0.016 |
||
5% |
0.034 |
0.031 |
0.013 |
0.035 |
0.051 |
0.036 |
0.065 |
0.047 |
||
40% |
0% |
0.005 |
0.005 |
0.005 |
0.005 |
0.005 |
0.005 |
0.005 |
0.005 |
|
2% |
0.007 |
0.007 |
0.007 |
0.008 |
0.008 |
0.008 |
0.011 |
0.010 |
||
5% | 0.018 | 0.018 | 0.021 | 0.022 | 0.026 | 0.023 | 0.039 | 0.034 |
Association between Z and X always linear.
LB: Log-Binomial Model.
RP: Robust Poisson.
Mean square error was calculated by taking the sum of the squared bias in log scale and the variances.