Jiaqi Min (闵家祺)
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Postgraduate Student, |
About me
I received my B.S. degree in Statistics from Central South University in 2022. Currently, I am pursuing my M.S. degree in Statistics at Beijing Technology and Business University, advised by Prof.Zhi Geng and Lecturer.Shanshan Luo , with an expected graduation date of June 2026. My research primarily focuses on causal inference.
Research
Research interests
Causal Inference:
- Causal effect: spillover/interference effect, covariate adjustment, proximal causal inference, instrumental variable, bidirectional causal effect, nonignorable missing data, and data fusion
- Semiparametric methods: effective influence function theory and asymptotic property analysis
Recent publications
Shanshan Luo#, Jiaqi Min, Wei Li, Xueli Wang*, Zhi Geng, "A comparative analysis of different adjustment sets using propensity score based estimators", Computational Statistics & Data Analysis , 2025; 203: 108079.
Under review
Jiaqi Min, Xueyue Zhang, Shanshan Luo#*, A regression based approach for bidirectional proximal causal inference in the presence of unmeasured confounding, Under Review by Journal of the Royal Statistical Society Series A: Statistics in Society, 2025
Note: # the advisor.
Note: * the corresponding author.
Projects
COVID-19 Data Visualization Platform Based on R Shiny, 09.2020-12.2020
Developed an interactive web application to dynamically visualize global COVID-19 statistics including confirmed cases, deaths, and recoveries
Utilized R Shiny framework to create an intuitive and responsive user interface for real-time data exploration
Implementation and Analysis of FDR Control Methods, 01.2022-06.2022
Applied existing FDR control framework with modified functions
Conducted comparative analysis between different statistical constructions in FDR control
Courses
B.S., Statistics, Central South University, Changsha, China, 09.2018-06.2022
Main Courses: Mathematical Analysis, Advanced Algebra, Multivariate Statistics, Stochastic Process, Statistical Software Analysis, Regression Analysis, R Programming, Python Programming
M.S., Statistics, Beijing Technology and Business University, Beijing, China, 09.2023-Expected 06.2025
Main Courses: Advanced Mathematical Statistics, Causal Inference, Semiparametric Theory and Missing Data, Asymptotic Theory, Time Series Analysis, Complex Data Analysis, Applied Stochastic Process
Honors and Awards
Outstanding Student Awards and Scholarships
- Second-Class Freshman Merit Scholarship, 2023-2024
- Second-Class Merit Scholarship, 2023
- Merit Student Award, 2024
Academic Competitions
- Encouragement Award, The 20th "Huawei Cup" China Postgraduate Mathematical Contest in Modeling, 2023
- Second Prize, Beijing Regional Selection of the 14th National College Students Market Research and Analysis Competition (Zhengda Cup), 2024
- Second-Class Scholarship, 2018-2019
- Third-Class Scholarship, 2019-2020, 2020-2021
- Outstanding Graduation Project, 2022
Graduate Honors (Beijing Technology and Business University)
Undergraduate Honors (Central South University)
Language and Skills
IELTS (Academic): 7 (overall score) - English
Listening: 6.5 | Reading: 8.5 | Speaking: 6.0 | Writing: 6.0 (Date: 2024.08)Programming: R, Python, PostgreSQL
Database: MIMIC-III, MIMIC-IV, MIMIC-CXR, eICU (PhysioNet licensed access)
Photography: Portrait, Landscape (styles); Lightroom, PixCake (post-processing)
Blog
June 2025
It's graduation season again. Next year, I will also wear my graduation cap. Hope everyone can have a bright future.
"Life may not always go as we wish, but may we live with a clear conscience."