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Table 1 Imputation models for different types of variables

From: Multiple imputation using chained equations for missing data in TIMSS: a case study

Type of variable The model used for imputation
Continuous variable Linear regression
Binary variable Logistic regression
Ordinal variable Ordinal logistic regression
Nominal variable Multinomial logistic regression