TABLE 4.
Iteration 1 | Iteration 2 | Iteration 3 | Iteration 4 | |||||
---|---|---|---|---|---|---|---|---|
Complete cases without weightings (n = 10,574) | Complete cases with weightings (n = 10,574, total sample = 153,038,278) | Imputed complete cases with weightings (n = 10,574, total sample = 153,038,278) | Full dataset with weightings and MI (n = 17,132, total sample = 214,755,655) | |||||
Coefficient | SE | Coefficient | SE | Coefficient | SE | Coefficient | SE | |
Food security on age | −0.006 | 0.001 | −0.004 | 0.001 | −0.004 | 0.001 | −0.006 | 0.001 |
Cotinine on age | −0.475 | 0.056 | −0.540 | 0.086 | −0.569 | 0.085 | −0.544 | 0.075 |
Cotinine on food security | 8.561 | 1.219 | 10.807 | 2.035 | 10.63 | 1.828 | 9.918 | 1.407 |
Depression on age | −0.003 | 0.001 | −0.003 | 0.001 | −0.002 | 0.001 | −0.002 | 0.000 |
Cotinine on depression | 10.264 | 1.392 | 9.719 | 1.526 | 9.668 | 1.696 | 11.17 | 1.128 |
Depression on food security | 0.155 | 0.014 | 0.180 | 0.018 | 0.176 | 0.018 | 0.166 | 0.011 |
All coefficients were statistically significant P < 0.001. MI, multiple imputation; SEM, structural equation modeling.