Table 2.
Simulation summary for ZIP under missing data following MCAR | ||||||
---|---|---|---|---|---|---|
βu0 = −1, β0 = 1, β1 = 1 | ||||||
Parameter | Mean | Standard errors | Type I error for H0 : β1 = 1 | |||
GEE | Empirical | Wald | Score | |||
GEE | Empirical | |||||
Sample size of 50 | ||||||
βu 0 | −1.077 | 0.378 | 0.402 | |||
β 0 | 0.991 | 0.112 | 0.120 | |||
β 1 | 0.997 | 0.115 | 0.135 | |||
0.108 | 0.061 | 0.046 | ||||
Sample size of 100 | ||||||
βu 0 | −1.026 | 0.257 | 0.258 | |||
β 0 | 0.997 | 0.080 | 0.082 | |||
β 1 | 0.998 | 0.082 | 0.088 | |||
0.075 | 0.057 | 0.044 | ||||
Sample size of 200 | ||||||
βu 0 | −1.016 | 0.180 | 0.183 | |||
β 0 | 0.998 | 0.057 | 0.055 | |||
β 1 | 1.000 | 0.059 | 0.060 | |||
0.055 | 0.049 | 0.045 |