Resources

High-Dimensional Probability 

• One of useful books for basic theories written by  Roman Vershinin, which is publicly available!

• This book received the 2019 PROSE Award for Mathematics (link).

High-dimensional Statistics

• Another very useful book written by  Martin J. Wainwright. Not freely accessible, but I bet this is absolutely worth buying.

• It includes core concepts essential for investigating statistical theories.

Flexible Imputation of Missing Data

• Written by Stef van Buuren, who is the originator of the MICE algorithm and mice R package.

• A great guidebook for researchers interested in multiple imputation.

Graphical Models with R

• Written by Søren Højsgaard, David Edwards, Steffen Lauritzen.

• "This book attempts to give the reader a gentle introduction to graphical modeling using R and the main features of some of these packages."

• Our lab studied this book during the summer of 2025. Slides and videos are available upon request.

Visualization of data is so much important!

• A bulk of graphs are listed.

• Find a suitable way to show your data or results.

Workshops held at Simons Institute, UC Berkeley.

• Videos of all talks from the greatest minds are available.

• I found this helpful for me: Robust and High-Dimensional Statistics Workshop

Veronika, a personal website of Dr. Veronika.

• She has written many postings about stories behind her (tough) academic life (e.g. PhD, tenure-track applications).

• I've found an idea of "a shadow CV" or "CV of failures" here, which shows not only one's successes (e.g. publications) but also failures (e.g. rejections).

(Korean) Horizon is an online journal issued by Korea Institute for Advanced Study (KIAS). 

• It is not an academic journal, but an interdisciplinary journal for general people and researchers.

• It has fun and interesting articles to explain complicated concepts and new ideas in mathematics (and physics...).

(Korean) 하이브레인넷(hibrain.net) is an online community for Korean researchers. 

• Full of useful information for those who have a plan to go abroad or to find a faculty job, etc.

• Can get a piece of advice for military service, the U.S visa, and even your own tedious complaints.

(Korean) 김박사넷 is an online website for Korean graduate students, which is similar to ratemyprofessors.com.

• Provides ratings and comments about professors in Korea.

• Offers a variety of services such as easy-to-make CV, recent news relevant to students.

(Korean) 학문을 직업으로 삼으려는 젊은 학자들을 위하여 - 이화여대 오욱환

Mathcha is an online editor specialized in mathematics  and related drawings.

• Generate LaTeX code based on the package tikz to draw figures (e.g. flowcharts, illustrations of methods, etc).

draw.io is an online editor to draw a large variety of graphs.