Instructor, University of California, Davis
- STA 100 - Applied Statistics for Biological Sciences (Summer 2023, Syllabus)
A foundational undergraduate course for students in biological sciences and pre-med tracks.
Topics: Descriptive statistics, probability, estimation, hypothesis testing, ANOVA, and regression using R.
Teaching evaluation: 4.5/5.- Installing R and RStudio, R Markdown, Loading data
- Chapter 1. Data and Distributions
Handouts - Chapter 2. Descriptive Statistics
Handouts, Homework, Solutions - Chapter 3. Probability
Handouts - Chapter 4. The Normal Distribution
Handouts - Chapter 5. Sampling Distribution
Handouts, Homework, Solutions - Chapter 6. Confidence Intervals
Handouts - Chapter 7. Comparison of Two Independent Samples
Handouts - Chapter 8. Comparison of Paired Samples
Handouts, Homework, Solutions - Chapter 9. Categorical Data
Handouts - Chapter 10. Analysis of Categorical Data: Relationships
Handouts, Homework, Solutions - Chapter 11. Comparing the Means of Many Independent Samples
Handouts - Chapter 12. Comparing the Means of Many Independent Samples
Handouts, Homework, Solutions - Final, Formula Sheet
Teaching Assistant, University of California, Davis
- STA 220 - Data & Web Technologies for Data Analysis (graduate level)
Winter 2021, Winter 2022 - STA 108 - Applied Statistical Methods: Regression Analysis (undergraduate level)
Spring 2021 - STA 138 - Analysis of Categorical Data (undergraduate level)
Fall 2020 - STA 100 - Applied Statistics for Biological Sciences (undergraduate level)
Fall 2019, Winter 2020, Spring 2020
Teaching Assistant, University of Science and Technology of China
- Computer Programming in C (undergraduate level)
Spring 2017