Sentence examples for under the complete case from inspiring English sources

Under the complete case, we obtained a necessary and sufficient condition for the reference dictionary to be the unique "sharp" local minimum among all possible dictionaries.

Under the complete case analysis, these estimates are far away from the full data values with large differences mainly in the estimate of the marginal mean as expected.

It is apparent from Tables  4 and 5 that the results of the complete case analysis and MI under MAR are biased, as expected.

This method yields consistent estimations under much weaker assumptions than those needed for the complete case analysis.

Under the missing at random assumption, multiple imputation should correct biases that may arise in the complete case analyses.

This primary analysis is valid under a missing at random assumption, and may give different results to analysis of the complete cases.

We first note that under MCAR the complete-case analyses produced MSPEs that were similar to the full-data analyses, whereas in the MAR scenarios, the MSPEs were smaller, especially for the scenario with 60% missing cprs0.

GEE performs well on all four measures — provided the downward bias of the standard error (when the number of clusters per arm is small) is adjusted appropriately — under the following scenarios: complete case analysis for CRTs with a small amount of missing data; standard MI for CRTs with variance inflation factor (VIF) <3; within-cluster MI for CRTs with VIF≥3 and cluster size>50.

Since the amount of missing data was under 2%, complete case analysis was carried out.

While the findings of the paper published by Mackinnon [ 10] showed that MI was implemented as the primary analysis in just over half of the identified articles, we observed that MI was adopted as the secondary analysis in just under two-third of the studies, with complete case analysis generally being used as the primary analysis.

The estimates of the marginal proportion of the binary outcome and the regression coefficient obtained from complete case analysis, MI under MAR, and the sensitivity analysis using the weighting approach under MNAR are summarised in Tables  4 and 5, respectively.