Imputation Models

Figure 1. Imputation models
Imputation models

The imputation models table gives further details about how each variable was imputed. Note in particular that:

  • The variables are listed in the imputation sequence order.
  • Scale variables are modeled with a linear regression, and categorical variables with a logistic regression.
  • Each model uses all other variables as main effects.
  • The number of missing values for each variable is reported, along with the total number of values imputed for that variable (number missing × number of imputations).

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