University of Chinese Academy of Sciences · Beijing
Jiajing Sun
Associate Professor in Statistics and Data Science
Financial Econometrics · Time Series · Risk Modelling · CFA · FIMA
I am an Associate Professor and Deputy Director of the Department of Statistics and Data Science at UCAS. My research develops econometric methods for financial, economic, and environmental data, especially functional time series, adjusted-range self-normalisation, structural-change monitoring, and risk modelling. I have built foundations for regulatory early-warning systems with the China Financial Futures Exchange, developed a digital-finance competitiveness index from data on 541 Chinese small and medium banks, and worked on environmental management and ecological economics, including virtual water in global supply chains. My academic work also includes postgraduate teaching and textbook writing in financial econometrics, time series analysis, FinTech, and regression with R/Python, where I emphasise empirical applications, quantitative reasoning, and reproducible coding practice.
Index
Research
Econometric methods for financial, economic, and environmental data
My methodological work centres on time-series econometrics, including the Adjusted-Range Self-Normalisation framework for robust inference on long-run variances under strong dependence and heavy tails — alongside functional time series and self-normalised monitoring.
On the applied side, my work spans financial risk, digital finance, environmental management, and ecological economics. This includes regulatory early-warning research for derivatives markets, text- and machine-learning-based evaluation of financial-technology competitiveness, and virtual water in global supply chains.
Financial econometrics· Functional time series· Self-normalisation· Risk monitoring· Machine learning in economics· Environmental management· Ecological economics
Talks
Selected talks and seminars
I present regularly at international meetings in econometrics and statistics — among them the World, European, Asian, North American, and Australian meetings of the Econometric Society, SoFiE, and CMStatistics — and at invited university seminars. Slides are shared where I can.
4th IMA Conference on Mathematics of Finance & Insurance · Liverpool, UK · 19 June 2026
Sequential change-point detection: an adjusted-range self-normalisation approach
Slides (PDF)CEA (Europe) & CEA (UK) Annual Conference, Glasgow · 2025· Asian Meeting of the Econometric Society, Hangzhou · 2024· University of Leicester, invited seminar · 2025· University of Birmingham · 2024
Confidence interval construction via adjusted-range self-normalisation
75th European Meeting of the Econometric Society, Rotterdam · 2024· CFE-CMStatistics, London · 2021· Tsinghua University, Beijing · 2021
Testing for structural breaks via adjusted-range self-normalisation
North American Summer Meeting of the Econometric Society, Montreal · 2021· Australian Meeting of the Econometric Society, Melbourne · 2021· ERCIM CMStatistics, London · 2020
Model averaging of integer-valued autoregressive models with covariates
12th Econometric Society World Congress, Milan · 2020· Royal Statistical Society Conference, Belfast · 2019· Asian Meeting of the Econometric Society, Xiamen · 2019
A score statistic for a stochastic trend in conditional variance
13th Annual SoFiE Conference, San Diego · 2021
Books & Teaching
Research-led teaching and writing
I teach postgraduate courses in financial econometrics, advanced time series, regression, and quantitative finance, and write textbooks that connect statistical theory with empirical application and reproducible code in R and Python.
Beyond Research
Watercolour, gardens, and everyday observation
In 2025, I painted my first watercolour and quickly fell in love with the medium. I like the beginner's honesty of it: it trains me to look more carefully at colour, light, gardens, and ordinary scenes.








Watercolour paintings · since 2025
Contact
Get in touch
For research collaboration, academic enquiries, or teaching-related matters, write to jiajing.sun@gmail.com.