Standard syllabus
Statistics capstone · Undergraduate · Math
Learning objectives from the Statistics capstone syllabus, grouped by unit. Click an objective for study materials.
Topics typically covered
Click a topic for the full text and related unit practice.
Undergraduate Statistics capstone — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).
Project planning
- Identifying a research question — Identifying a research question
- Data source — Data source
- Literature review and related work — Literature review and related work
- IRB and data use agreements when applicable — IRB and data use agreements when applicable
- Timeline and milestones — Timeline and milestones
- Team roles — Team roles
- Reproducibility plan — Reproducibility plan
- Preregistration (optional) — Preregistration (optional)
Analysis and methods
- Selecting appropriate statistical methods — Selecting appropriate statistical methods
- Data cleaning — Data cleaning
- Exploratory analysis — Exploratory analysis
- Model building and validation — Model building and validation
- Sensitivity checks — Sensitivity checks
- Handling limitations — Handling limitations
- Missing data transparently — Missing data transparently
- Creating publication-quality tables — Creating publication-quality tables
- Figures — Figures
Communication and presentation
- Written report structure for statistical audiences — Written report structure for statistical audiences
- Oral presentation with clear takeaways — Oral presentation with clear takeaways
- Peer review — Peer review
- Constructive feedback — Constructive feedback
- Reflection on professional ethics — Reflection on professional ethics
- Data integrity — Data integrity
Learning objectives
Click an objective for study materials.
Project planning
- Identifying a research question — Identifying a research question
- Data source — Data source
- Literature review and related work — Literature review and related work
- IRB and data use agreements when applicable — IRB and data use agreements when applicable
- Timeline and milestones — Timeline and milestones
- Team roles — Team roles
- Reproducibility plan — Reproducibility plan
- Preregistration (optional) — Preregistration (optional)
Analysis and methods
- Selecting appropriate statistical methods — Selecting appropriate statistical methods
- Data cleaning — Data cleaning
- Exploratory analysis — Exploratory analysis
- Model building and validation — Model building and validation
- Sensitivity checks — Sensitivity checks
- Handling limitations — Handling limitations
- Missing data transparently — Missing data transparently
- Creating publication-quality tables — Creating publication-quality tables
Communication and presentation
- Written report structure for statistical audiences — Written report structure for statistical audiences
- Oral presentation with clear takeaways — Oral presentation with clear takeaways
- Peer review — Peer review
- Constructive feedback — Constructive feedback
- Reflection on professional ethics — Reflection on professional ethics
- Data integrity — Data integrity
Multi-Unit Problems
Course-level sets that combine skills across study units (coming soon).
Browse Multi-Unit ProblemsWhat each unit includes
Open a unit below for full materials. Typical resources:
- Study guide
- Exam Strategy
- Common Mistakes
- Worksheets
- Word problems
- Mixed Practice
- Multi-Unit Problems
- Review
- Practice test
- Answer key
Study units
Each unit includes a study guide, worksheets, review, practice test, and answer key. One unit is free; subscribe for the full class.
- Project planning
Identifying a research question
Coming soon - Analysis and methods
Selecting appropriate statistical methods
Coming soon - Communication and presentation
Written report structure for statistical audiences
Coming soon
Pricing calculator
Choose materials, tutoring, or both — or book a single session as needed. Customize your plan on the subscribe page.
$1,162 · Statistics capstone · 18 tutoring hrs
Study guides, worksheets, reviews, practice tests, and answer keys for 1 class. 18 tutoring hours (1 hr / week · semester). Bundle discount applied vs buying separately. Pay in full via Zelle.