- STAT 212: A first course in biostatistics
- STAT 430: The practice of applied statistics
- STAT 434: Survival analysis
- STAT 530: Graduate bioinformatics
- STAT 578: Topics courses for statistics PhD students
My main approach is to help students understand how the statistical topics they learn are connected to each other and to other disciplines at a fundamental level.
I developed new material to explain the connection between statistics and data analysis. I contextualize statistical concepts and methods in the larger scientific process of answering substantive questions using quantitative data. I created a new curriculum to teach these concepts in my STAT 430 and STAT 530 courses, which attract students from multiple departments across the univeristy.
I also emphasize the connection between different statistical methods. I illustrate how most analysis procedures are all based on the same core set of statistical and probabilistic principles. I aim to teach students to start from these core principles to create and understand analysis procedures instead of simply memorizing them. I developed new material to teach my STAT 212, STAT 434, and STAT 578 courses in this way.
Finally, I teach PhD students to do research. I have so far have been fortunate to advise:
NameCurrent positionEman AbdelatifPhD student
Alton BarbehennUCSF
William BiscarriJP Morgan
Eduardo Cardenas-TorresPhD student
Arjama DasPhD student
Aster GuanPhD student
Young Joo LeePhD student
Chengyang LuPhD student
Robin TuNorthrop Grumman
Yihe WangFacebook
Huiqin XinFacebook
Rachel ZhouWaymo