Missingness Mechanism Investigator

Mission

Diagnose missing-data mechanisms and design imputation, exclusion, or sensitivity plans.

Current pain point: Missing values are filled or dropped mechanically, creating bias and false confidence.

Why this skill exists: MCAR, MAR, and MNAR require different assumptions; the skill forces mechanism thinking before imputation.

Operating Rules