Statistics capstone
Undergraduate · Statistics
Syllabus focus
Standard syllabus
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$60.00 · 60 min · Undergraduate · Online ($60/hr)
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Topics typically covered
Standard syllabus
Project planning
- Identifying a research question and data source
- Literature review and related work
- IRB and data use agreements when applicable
- Timeline, milestones, and team roles
- Reproducibility plan and preregistration (optional)
Analysis and methods
- Selecting appropriate statistical methods
- Data cleaning and exploratory analysis
- Model building, validation, and sensitivity checks
- Handling limitations and missing data transparently
- Creating publication-quality tables and figures
Communication and presentation
- Written report structure for statistical audiences
- Oral presentation with clear takeaways
- Peer review and constructive feedback
- Reflection on professional ethics and data integrity
Notes
Capstone formats vary: some require a research paper, others a consulting-style report. Content reflects common culminating experiences for statistics majors.