Table 3.
τ | Raw | Multiple imputation | Shrinkage | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Covariates | β̂ |
|
β̃ |
|
(%) | β̂(s) |
|
(%) | ||||
0·1 | 0·08 | 0·06 | 0·04 | 0·06 | 99 | 0·06 | 0·06 | 104 | ||||
Carbohydrate intake | 0·5 | 0·27 | 0·04 | 0·24 | 0·03 | 109 | 0·27 | 0·03 | 102 | |||
0·9 | 0·60 | 0·07 | 0·48 | 0·07 | 112 | 0·59 | 0·07 | 101 | ||||
0·1 | −0·94 | 0·88 | −0·84 | 0·91 | 94 | −0·85 | 0·90 | 96 | ||||
Body mass index | 0·5 | −1·68 | 0·54 | −1·63 | 0·54 | 99 | −1·63 | 0·54 | 100 | |||
0·9 | −0·70 | 1·20 | −0·35 | 1·21 | 98 | −0·51 | 1·19 | 101 | ||||
0·1 | −0·53 | 0·36 | −0·39 | 0·35 | 108 | −0·42 | 0·33 | 117 | ||||
Age | 0·5 | −0·86 | 0·28 | −1·00 | 0·24 | 136 | −0·95 | 0·25 | 132 | |||
0·9 | −1·38 | 0·62 | −1·71 | 0·51 | 147 | −1·54 | 0·55 | 126 | ||||
0·1 | 5·95 | 14·43 | 14·95 | 12·57 | 132 | 11·61 | 12·02 | 144 | ||||
Caucasian | 0·5 | 4·67 | 10·87 | 6·22 | 8·38 | 168 | 6·16 | 8·37 | 169 | |||
0·9 | −38·45 | 41·02 | −1·39 | 25·57 | 257 | −27·91 | 35·76 | 132 | ||||
0·1 | −47·34 | 11·03 | −38·34 | 10·25 | 116 | −43·20 | 10·11 | 119 | ||||
Gender | 0·5 | −73·48 | 8·27 | −66·90 | 7·05 | 137 | −70·77 | 7·57 | 119 | |||
0·9 | −108·07 | 15·58 | −114·92 | 12·96 | 145 | −113·41 | 13·59 | 131 |
, standard errors following the estimation method described in Appendix A2; , relative efficiency, which is defined as the ratio between the estimated variance of the complete-data estimator and that of the multiple imputation/shrinkage estimates.