Notes

Some Global Annoucements

The followings are the notes of Max Chen, all of which are taken either during lectures of professors or while I was reading books. I am hoping these notes could be of some assistance to one’s study and improvement. None of them is directly copied from others work, so please to do not attempt to discover any lecture slides or homework from this site. I will provide some useful links of study resources in page Resources, where you may find real lecture notes/past test/homework of a certain course if they are made available by their author.
Ultimately, please do NOT attempt to make a profit from any of these works, and please respect the intellectual properties of those professors, authors, and the writer. Thank you and enjoy reading!

Undergraduate Level

The followings are some notes that I wrote during my undergraduate study in Statistics at Universit of Toronto (2016-2020), I hope they can be of some help for those who are interested in Stats at an introductory/undergraduate level! ☺️

Intro to Statistics Theory

Taught by: Alex Stringer
Semester: Winter 2017
Notes: STA261

Graduate Level

The followings are some notes that I wrote during my master study in Statistics at Universit of Oxford (2020-2021), I hope they can be of some help for those who are interested in Stats at a graduate level! ☺️

Statistical Inference

Taught by: Prof Julien Berestycki Semester: Fall 2020 Notes: Stat Inference

Bayesian Analysis

Taught by: Prof. Geoff Nicholls
Semester: Winter 2021
Notes: Bayes

Computational Statistics

Taught by: Prof. Geoff Nicholls and Prof. Frank Windmeijer
Semester: Winter 2021
Notes: Comp Stats

Statistical Machine Learning and some Advanced Topics

Taught by: Prof. Francois Caron and Prof Tom Rainforth
Semester: Winter 2021
Notes: SML