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Large-scale Assessments in Education

An IERI – International Educational Research Institute Journal

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

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