Below is the link to the repo containing lecture notes for the undergrad-level “Biostatics” course I gave in 2022 to medical students. The course aimed to provide a basic understanding of biostatistics, specifically focusing on basic statistical tests and how to correctly interpret hypothesis testing results, with a gentle introduction to regression models.
https://github.com/egeulgen/MED131_22_23
| Week | Date | Subject | HW | review | R_lecture |
|---|---|---|---|---|---|
| 1 | 2022-10-06 | Introduction to the Course | |||
| 1 | 2022-10-06 | Overview of Statistics/One-Variable Data Analysis | |||
| 2 | 2022-10-13 | Introduction to Programming with R | |||
| 3 | 2022-10-20 | Two-Variable Data Analysis | HW1 | ||
| 4 | 2022-10-27 | Hypothesis Testing - One Sample | Conf.Int. | ||
| 5 | 2022-11-03 | Hypothesis Testing - Two Samples | t tests | ||
| 6 | 2022-11-10 | Hypothesis Testing - >2 Samples | ANOVA | ||
| 7 | 2022-11-17 | Hypothesis Testing - Categorical Outcomes | HW2 | review before MT | |
| 8 | 2022-11-24 | Midterm Exam | |||
| 9 | 2022-12-01 | Hypothesis Testing - Non-Parametric Tests | |||
| 10 | 2022-12-08 | Linear Regression | non-param | ||
| 11 | 2022-12-15 | Logistic and Poisson Tegression | HW3 | regression | |
| 12 | 2022-12-22 | Sampling Methods and Missing Data | |||
| 13 | 2022-12-29 | Power Analysis and Sample Size Calculation | Final Project | Review before final | |
| 14 | 2022-01-05 | Q&A before final | |||
| 15 | 2022-01-12 | Final Exam |