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Review and Final

Final · Review only · Due the date on Canvas · Complete the final in Canvas

Your only required action: complete the Final in Canvas by the date on Canvas. Follow the Canvas instructions and rubric exactly; QuantegyAI adds no separate submission.
The Final introduces no new content. Do not begin a new analysis, learn a new method, create new DV evidence, or complete an additional QuantegyAI project packet. Review and defend what you learned in Modules 1–15.

What you are expected to review

  1. Statistical question, population, observational unit, variables, data contract, and inference boundary.
  2. Cleaning decisions, missingness, descriptive evidence, and honest visual encoding.
  3. Distribution models, group comparisons, association, regression diagnostics, and causal boundaries.
  4. Uncertainty, simulation, convergence, multivariate structure, and time-series choices.
  5. Dashboard ethics, privacy, reproducibility, AI decision logs, Bayesian updating, and model criticism.

Exact final sequence

  1. Open Canvas and read the Final instructions and rubric.
  2. Review your submitted Projects 1–7, including the Module 9 Bayesian Model Criticism Defense (DV17).
  3. Use QuantegyAI only to revisit evidence or explanations you have already completed.
  4. Complete the Final in Canvas using the format specified there.
  5. Submit by the date on Canvas and verify that Canvas shows a successful submission.
Do not submit No new Project 8, DV18–DV23 requirement, PCA requirement, Shiny requirement, or replacement QuantegyAI final packet is added unless Canvas is formally revised.