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. Author manuscript; available in PMC: 2014 Jun 16.
Published in final edited form as: Biometrika. 2012;99(2):423–438. doi: 10.1093/biomet/ass007

Table 3.

Estimated coefficients in the Eating at American’s Table Study

τ Raw Multiple imputation Shrinkage
Covariates β̂
se^
β̃
se^
re^ (%) β̂(s)
se^
re^ (%)
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

se^, standard errors following the estimation method described in Appendix A2; re^, 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.