Despite its benefits, multiple imputation has some limitations:
Complexity: The method is computationally intensive and requires advanced statistical knowledge. Assumptions: It relies on the assumption that the data are Missing At Random (MAR), which may not always be the case. Software Dependency: It often requires specialized software and programming skills.
