Statistical Method Design Overview Use this skill after formal problem formulation. The method should be a response to the formal target and assumptions, not a generic collection of techniques. Required Method Proposal For each method: - Name - Problem it solves - Formula or algorithm - Inputs and outputs - Tuning parameters - Required assumptions - Diagnostics - Expected failure modes - Computational cost - Relation to baselines Baselines and Ablations Always define meaningful baselines: - Classical or standard method - Naive or unadjusted method - Oracle or idealized reference when availabl…