Imputation with Ordered-categorical Data and a Factor Analysis Model
The following three screenshots show
- a path diagram of a model for six ordered-categorical variables.
- an original dataset (before imputation) of ordered-categorical data, where some measurements are missing.
- a completed dataset (after imputation) that contains filled-in numeric values for (a) ordered categorical values, (b) missing values, and (c) the latent variables, willing and aware.