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ECOG indicates Eastern Cooperative Oncology Group; % Missing, the proportion of unknown or missing data within the validation set.
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Generally, few variables were missing; the greatest proportion was in the nationality field (4.0% of 252 368).
Among those papers that provided information on missing data, the proportion of covariate data missing at any follow-up wave ranged from 2%to65%5%.
Adherence to screening had no missing data, while the proportion of missing data for adherence to statin was highest (10%).
Multiple imputation was employed to handle missing data where the proportion of missing values was between 5 and 30% and the number of imputations was equal to or greater than the percentage of incomplete cases [ 20].
After MI of missing smoking data, the proportion of smokers was 25% (missing at random) and 20% (missing not at random).
Depending on the nature of missing data and the proportion of missingness, different choices of missing data imputation, or data removal, should be considered.
There were no missing values for the proportion of asthma-related discharges or quarterly O3.
Case in point: her black and white exaggerated peplum gown was right on track with spring's trends, although its voluminous proportions missed the mark.
Additionally, SNPs with a MAF <0.05 were excluded if the study-wise missing data proportion exceeded 0.01.
Overall, in the development cohort database 5.18% of data were missing; in the validation cohort the proportion of missing data was 5.74%.
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