Table 3.
WGEE estimates of parameters, standard errors, and type I error rates based on Wald and Score tests, along with empirical standard errors and type I error rates for ZIP under MAR from 1,000 MC simulations.
Simulation summary for ZIP under missing data following MAR | |||||||||
---|---|---|---|---|---|---|---|---|---|
βu0 = −1, β0 = 1, β1 = 1 | |||||||||
Parameter | Mean | Standard errors | Type I error for H0 : β1 = 1 | ||||||
WGEE | Empirical | Wald | Score | ||||||
WGEE | Empirical | ||||||||
Sample size of 50 | |||||||||
βu 0 | −1.05 | 0.402 | 0.400 | ||||||
β 0 | 0.995 | 0.128 | 0.105 | ||||||
β 1 | 1.000 | 0.168 | 0.151 | ||||||
0.094 | 0.062 | 0.052 | |||||||
Sample size of 100 | |||||||||
βu 0 | −1.02 | 0.253 | 0.261 | ||||||
β 0 | 1.001 | 0.064 | 0.066 | ||||||
β 1 | 0.998 | 0.088 | 0.080 | ||||||
0.087 | 0.058 | 0.043 | |||||||
Sample size of 200 | |||||||||
βu 0 | −1.01 | 0.176 | 0.177 | ||||||
β 0 | 0.999 | 0.044 | 0.044 | ||||||
β 1 | 1.000 | 0.066 | 0.060 | ||||||
0.055 | 0.056 | 0.051 |