Courses Taught by Michael Hayashi
EPID633: Introduction to Mathematical Modeling in Epidemiology and Public Health
- Graduate level
- Residential
- Fall term(s) for residential students;
- 3 credit hour(s) for residential students;
- Instructor(s): Hayashi, Michael (Residential);
- Offered Every Fall
- Last offered Fall 2021
- Prerequisites: None
- Description: This course serves as a basic introduction to math modeling in epidemiology, with examples drawn broadly from infectious disease, chronic disease, and social epidemiology. The goal of this course is to give students basic familiarity with a wide range of topics and methods in mathematical modeling for epidemiology.
EPID637: Systems Modeling of Behavior, Social Processes and Chronic Disease
- Graduate level
- Residential
- Winter term(s) for residential students;
- 3 credit hour(s) for residential students;
- Instructor(s): Hayashi, Michael (Residential);
- Last offered Winter 2022
- Prerequisites: None
- Description: This advanced course provides in-depth coverage of applications of mathematical modeling to behavior, social processes, and chronic disease. We will review applications of agent-based and network modeling in social and behavioral science, and natural history models of chronic diseases. Students will learn to develop models in R, NetLogo, and NetworkX.