Versatile tools

  • Not D&A methods themselves but supportive resources: they help design, interpret, visualize, or evaluate detection and attribution workflows.
  • These may include diagnostic metrics, power analyses, robustness checks, or visualization aids.
  • It includes helpers, diagnostics, correction strategies, and interpretability tools that support causal analysis, but are not attribution models by themselves.

Overlap: Support nearly every other family by enhancing interpretability, checking assumptions, or improving communication

Key feature: Supporting or auxiliary functionality

Usage: Used to validate assumptions, pre-process data, or support communication


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