Resources
Statistic Analysis Resources
Basic Statistics
- Statistics 110: Probability (Dr. Blitzstein, Harvard University): LINK
- JB statistics (Dr. Balka): LINK
Advanced Statistics
- The Hitchhiker’s Guide to Longitudinal Models (Dr. McCormick): LINK
- Centre for Multilevel Modeling (University of Bristol) : LINK
- Intro to Multilevel Modeling (Mairead Shaw & Dr. Jessica Flake, McGill Univ.) : LINK
- Multilevel Modeling in R (Richard Blissett & IDRE): LINK
- Causal Inference The MixTape: LINK
- Playing with Stata (Github by Dr. Rios-Avila) : LINK
- Diff-in-Diff in STATA & R: LINK
- Causal Inference for The Brave and True (by Matheus Facure): LINK
- STA 640: Causal Inference (by Dr. Fan Li, Duke Univ.) slides : LINK
General (software, dataset, and consulting)
- Introduction to R (by R Core Team): LINK
- Just Enough R : LINK
- R for Data Science: LINK
- R Graphics Cookbook, 2nd edition (by Winston Chang): LINK
- ICPSR (U Mich) : LINK
- STATALIST: LINK
- Mplus : LINK
- STATA Tutorials (Princeton): LINK to pdf
- UCLA Statistical Methods and Data Analytics Statistical Consulting: LINK
- Univ. Wisconsin Madison SSCC (Social Science Computing Cooperative) : LINK
- Quantitude (by Patrick Curran and Greg Hancock) : LINK
- Discovering Statistics Using R (by Andy Field and Jeremy Miles) : Book and Resources
- PISA data and methodology: LINK
Korean
- Korea Social Science Data Archive (KOSSDA): LINK
- Must Learning with R (DoublekPark, 훈지) : LINK
- Jamovi Tutorials (by Dr. Seol, Chung-Ang Univ.): LINK
- StataEdu: LINK
- 교육통계연구소: LINK
- 고려대학교 방법론 워크샵 : LINK
- R을 이용한 데이터 분석 (다음카페): LINK
Teaching Experiences
University of Delaware Guest Lecturer, School of Education
- EDUC867 Seminar: Hist Found for Ed Leaders (Fall 2024; Fall 2025)
- Teaching Ed.D. students on “Accountability and Standardization (fall 2024)”, “Segregation and Integration” (fall 2025), and “Cycles of reform and restoration” (fall 2025) in various modalities, including online and in-person settings.
- Prepared presentation slides, diverse group-discussion activities, and reading reflection activities.
- Received positive feedback from students on class materials, in-class discussion activities, and reading reflections using google form after the class.
- Slides are attached below
Hanyang University Teaching Assistant, Graduate School of Education
- Guest Lecturer of Research on Schooling (undergrad, Dr. Joo-ho Park): teaching basic statistical methods and giving feedback
- Administrative tasks: supporting academic affairs and student activities; managing materials; dealing with student’s administrative inquiries; and facilitating graduate school admission interviews.
Hanyoung High School Student Teacher (Teaching Practice)
- Guest Lecturer of three classes, Life and Ethics, Basic Educational Psychology, and Career Development
- responsibilities included: supporting first-year students on school adjustments and career development; facilitating online morning checkup during covid pandemic; and supporting for social distancing to prevent infection