How to Assess the Suitability of Complete Case Analysis?
Before deciding to use CCA, researchers should assess the extent and pattern of missing data in their dataset. They can perform descriptive statistics and visualizations to understand the distribution of missing values. Additionally, statistical tests such as Little's MCAR test can help determine whether the missing data mechanism is MCAR.
