Visual Diagnostics for Multiple Imputation
Overimpute main function
print method for vismi objects
Trelliscope Visualisation of Convergence Diagnostics
Trelliscope Visualisation of Overimputation Diagnostics
Trelliscope Visualisation of Distributional Characteristics
Visualise convergence diagnostics
Visualise Multiple Imputation Through Overimputation
vismi: Visual Diagnostics for Multiple Imputation
Visualise Multiple Imputations Through Distributional Characteristics
A comprehensive suite of static and interactive visual diagnostics for assessing the quality of multiply-imputed data obtained from packages such as 'mixgb' and 'mice'. The package supports inspection of distributional characteristics, diagnostics based on masking observed values and comparing them with re-imputed values, and convergence diagnostics.