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Figure 5 shows that the percentage of missing data on education level in each year becomes more homogenous based on imputed data compared with the shares of missing observations in the original data.
Results presented here are based on imputed data.
‡Treatment effects are ratios of means based on imputed data.
We therefore display results based on imputed data.
These results were similar to the estimations based on imputed data, see Table 3.
All analyses will use the intention-to-treat [ 153] principle based on imputed data.
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The purpose of MI is to make sound inferences when one bases statistical analyses on imputed data.
Here, the comparison was exclusively based on imputed markers in data for the lines from the test population in order to focus solely on the accuracy of imputed marker values.
Choe et al found, in an analysis based on imputed SEER birthplace data, that foreign-born Asians were slightly more likely than US-born to present with advanced stage and have decreased stage-adjusted survival [ 17].
There were considerable differences between the results based on imputed compared to available data (cf. table 6), however, the direction of the associations stayed the same.
However, we have previously reported that estimates for the association between case mix variables and 30 day mortality, based on multiple imputed data, were verified by estimates based on complete case analysis.
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