Parameter MI-GEE DIM-GEE
RB% RMSE CIW 95%COV RB% RMSE CIW 95%COV
β0 -1.363 0.093 0.288 88 -2.137 0.093 0.282 88
β1 -1.915 0.036 0.119 88 -3.598 0.034 0.111 92
β2 3.363 0.115 0.422 87 3.223 0.112 0.411 92
β3 -0.578 0.041 0.175 95 -0.025 0.043 0.167 96
Note: MI-GEE is standard multiple imputation based GEE, and DIM-GEE is dual imputation based GEE. RB% is the relative bias percent; RMSE is the root mean squared error; COV is the 95% confidence interval coverage; CIW is the 95% confidence interval width.
Table 3: Simulation results for incomplete binary longitudinal data under MAR based on DIM-GEE and MI-GEE methods.