Sentence examples for by complete case analysis from inspiring English sources

When designing prediction models by complete case analysis (CCA), missing information in either baseline (predictors) or outcomes may lead to biased results.

Missing data were avoided by complete case analysis.

Handling of missing data will be by complete case analysis, with sensitivity analyses using other methods including multiple imputation if possible.

Under the assumption of covariate dependent missingness, missing outcomes were handled by complete case analysis, standard multiple imputation (MI) and within-cluster MI strategies.

Multiple imputation produced similar findings to those obtained by complete case analysis for gender, deprivation and age inequalities, although it indicated a slight underestimation of associations with advanced stage diagnosis in older patients.

To avoid bias caused by complete case analysis [ 32], we multiply imputed all missing covariate values (i = 10) using chained equations [ 33], assuming those values could be predicted without bias from the observed relationships between covariates and the outcome measure, and substituting imputed values for missing values.

Of note, the tables and figures below refer to results utilizing the complete derivation datasets, since all models generated by complete-case analysis outperformed those of the mentioned imputation methods.

Non-response and drop out will primarily be accounted for by calculating statistical weights, or by conducting complete case analysis under the missing at random assumption, as appropriate.

Missing values were handled by pairwise complete case analysis.

We will analyse studies by a complete case analysis.

33 Missing data were handled by conducting complete case analysis.