Sentence examples for approaches to missing data from inspiring English sources

Both masking and model-based approaches to missing data show potential for improving the accuracy of the trees obtained from gappy alignments.

McClelland et al.[ 6] showed that this multiple imputation technique yields more realistic parameter estimates than other traditional approaches to missing data.

This approach is likely to give better estimates than conventional approaches to missing data even when the missing-at-random assumption is not met [ 12].

37 In the ITT analyses, missing data were inputted using multiple imputation methods, which results in unbiased estimates providing more validity than other approaches to missing data.

Unfortunately, most studies included in this review had a lack of data on non-responders, which meant that it was not possible to adjust estimates for non-response using multiple imputation, inverse probability weighting or other statistical approaches to missing data [ 32].

Challenges include sampling methods, instrument development and statistical approach to missing data.

Our primary approach to missing data was to restrict our analysis to complete cases (listwise deletion).

In addition, a post hoc sensitivity analysis was performed using a different approach to missing data imputation.

This multiple imputation approach will be compared to a last observation carried forward approach, mixed models approach, or worst-case approach to missing data.

An observed-cases approach to missing data was applied (i.e., a patient's missing values were not imputed or carried forward).

We shall adopt a consistent approach to missing data relating to effectiveness and cost-effectiveness except where individual outcome measures require variation in that approach.