STEM / applied
Biostatistics · Undergraduate · Biology
Learning objectives from the Biostatistics syllabus, grouped by unit. Click an objective for study materials.
Learning objectives
Click an objective for study materials.
Study design and data
- Observational vs experimental studies in health sciences — Observational vs experimental studies in health sciences
- Cohort, case-control, and cross-sectional designs — Cohort, case-control, and cross-sectional designs
- Randomized controlled trials: principles and analysis — Randomized controlled trials: principles and analysis
- Survival and time-to-event data (introduction) — Survival and time-to-event data (introduction)
- Handling missing data and attrition — Handling missing data and attrition
Inference for health outcomes
- Comparing means in clinical trials: t-tests and ANOVA — Comparing means in clinical trials: t-tests and ANOVA
- Analyzing proportions: chi-square and Fisher's exact test — Analyzing proportions: chi-square and Fisher's exact test
- Relative risk, odds ratios, and confidence intervals — Relative risk, odds ratios, and confidence intervals
- Kaplan–Meier estimation (introduction) — Kaplan–Meier estimation (introduction)
- Log-rank test (introduction) — Log-rank test (introduction)
Regression in biostatistics
- Linear regression for continuous outcomes — Linear regression for continuous outcomes
- Logistic regression for binary disease outcomes — Logistic regression for binary disease outcomes
- Cox proportional hazards model (introduction) — Cox proportional hazards model (introduction)
- Confounding and adjustment in epidemiologic models — Confounding and adjustment in epidemiologic models
- Interaction in public-health regression models — Interaction in public-health regression models
What 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.
- Study design and data
Observational vs experimental studies in health sciences
Coming soon - Inference for health outcomes
Comparing means in clinical trials: t-tests and ANOVA
Coming soon - Regression in biostatistics
Linear regression for continuous outcomes
Coming soon
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$1,162 · Biostatistics · 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.