Sentence examples for involving missing data from inspiring English sources

Inclusion of those repeated self-reports, however, would have created numerous additional complexities involving missing data, selection bias, and correlated error structures.

In marginal modes, residue emission probabilities involving missing data are the appropriate marginal summation of the state's emission probabilities.

The most important limitations involved missing data and inconsistent definitions of pivotal risk factors.

The limitations of our study involved missing data, the data collection procedure, and the definition of antisocial behaviour.

The separate quantitative data analysis involved eliminating missing data by using listwise deletion of questionnaire and classroom observation items and then generating descriptive statistics (mean, standard deviation, and frequency) using SPSS Statistics 20 software within each data source and terms.

Data fusion involves filling in missing data from two surveys in order to obtain a "synthetic" set of data that can be considered as generated from a population of relevance to the original surveys.

Some other approaches involve imputation of missing data on a per-patient basis.

Correlations involving variables with some missing data were automatically adjusted on a case-by-case basis.

Finally, this deterioration was more likely to be followed by monotone missing data, involving a definitive deterioration as compared to the best previous score.

Of note, the missing data involve the same overlapping patients except for the few extra missing data in certain groups.

The method involves using a planned missing data design to randomly allocate participants a reduced selection of items using multiple imputation to replace the missing data and produce a complete dataset, thus retaining the full range of items across the studied population.