Lecture notes are available to accompany the course.
Please see the Canvas page for more information.
PDF and web notes are available, as well as slides (4-up version for printing).
Log-Linear Models: some supplemental notes on log-linear models for contingency tables.
Please see the Canvas page for further information.
Recommended books are given in the lecture notes.
Previous years' lecture notes are also available, along with slides from 2023, 2021, 2020, 2018 and 2017 (and also with 4-up versions) for those who want to look ahead. Most of the course is the same; the main changes are that graphical lasso and causal discovery have been removed, while the trek rule, optimal adjustment and the forbidden projection method have been added.
Steffen Lauritzen taught an earlier incarnation of this course, and his notes might be useful.