missing not at random (mnar)

How Can Researchers Identify MNAR in Cancer Studies?

Identifying MNAR can be challenging but is crucial for ensuring accurate results. Researchers can use statistical tests and techniques such as pattern-mixture models or selection models to detect MNAR. In addition, they can look for patterns in the data that suggest an association between missingness and specific variables, such as more severe disease stages or poorer patient outcomes.

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