Skip to main content
. 2020 Jan 9;19:6. doi: 10.1186/s12904-019-0506-6

Table 6.

imputation methods

Methods Number of studies
Missing at random 4
Treated as separate category 1
Single Imputation AUC analysis 2
Last observed carried forward analysis 6
Last observation carried forward based on intention to treat analysis 1
Logistic regression method 1
Regression model incorporating baseline covariates 1
Mean imputation 1
Conservative statistic (NMAR) 1
Baseline group mean imputed as a null effect both for pre and post-intervention analysis 1
Continuous time variable with random slope in a longitudinal model 1
Monte Carlo error computation model including all the variables to be used in the analysis 1
Multiple imputation stathistical methods 15