Python Statistical Workflow

Set up the workflow for reproducible statistical analysis.

Units

1. Unit 01.00: Statistical analysis folder structure.
2. Unit 01.01: Notebook versus script versus Quarto report.
3. Unit 01.02: Reproducible random seeds.
4. Unit 01.03: pandas analysis tables.
5. Unit 01.04: SciPy and statsmodels roles.
6. Unit 01.05: Result tables and interpretation cells.
7. Unit 01.06: Avoiding hidden manual steps.

Module work

• Activity
• Knowledge check
• Summary