Sentence examples for data imputing from inspiring English sources
We used the multiple imputation method of Sen and Churchill [34] as implemented in the R/qtl package for the R environment [35] to handle missing data, imputing 16 sets of genotypes per map.
In a sensitivity analysis, all calculations were redone with missing data imputed (using multiple imputation).
§Missing data imputed using hot decking and multiple imputation procedures.
6 QOLtdi: QOLtd with missing data imputed.
Missing categorical or dichotomous variable data were imputed with the mode with missing continuous variables data imputed with the median.
Observed DAS28 ESR) data and data imputed using MMRM were similar (Fig. 4a), as were data imputed using LOCF (Additional file 1: Figure S1).
The estimate of the SNP-heritability based on GRM data imputed independently is 0.52 (SE = 0.10).
15 We performed a further two sensitivity analyses with missing data imputed using two assumptions.
For participants with missing data, imputed estimates were used as reported by the trial authors.
The third column (C) indicates the number of data imputed with KNN (K = 15).
