High-Dimensional Data Analysis
(BIOS 7240)

Spring 2025
Instructor: Patrick Breheny
Office hours: Zoom link
Textbook: High-Dimensional Regression Modeling, by Patrick Breheny and Jian Huang

Announcements

1-21: We’ll be doing some simulations in this class. I would highly recommend checking out this primer on simulation design to help you organize your code. Good organization will help you in this class, but even more so, help you in your research projects outside this class.

1-15: Welcome to the website for High-Dimensional Data Analysis. On the menu above are links to the syllabus, lecture notes, and assignments. There are also a number of data sets available. We will discuss these data in class and analyze them in homework assignments as the semester goes on.