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Chapters 1–12 · Evidence workflow

Statistical Investigation Studio

Practice the full investigation cycle: clarify the decision, audit data, choose an analysis, diagnose limitations, and communicate a reproducible recommendation.

1 Predict
2 Explore
3 Explain

Reproducible case

Investigation brief

Evidence log

Three hidden challenges

Each project dataset contains a data-quality issue, a model/assumption issue, and an interpretation/stewardship issue. Diagnose this practice case.

Data-quality challenge
Model or assumption challenge
Interpretation challenge

Reproducible handoff

  1. Keep the raw-data sheet immutable.
  2. Record exclusions and transformations in the analysis log.
  3. Make every table and chart traceable to a calculation.
  4. Separate the statistical result, business judgment, and Biblical/Ethical reflection.

Canvas focus question: What evidence would cause you to reverse your recommendation?